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Udacity - Deep Reinforcement Learning Nanodegree [Course Drive]
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Udacity - Deep Reinforcement Learning Nanodegree [Course Drive] (Size: 2.3 GB)
| Course Downloaded from coursedrive.net.txt | 428 B | ||
| Udacity - Deep Reinforcement Learning Nanodegree nd893 v1.0.0 | |||
| Part 01-Module 01-Lesson 01_Welcome to Deep Reinforcement Learning | |||
| 01. Welcome To DRLND-i1-l0n1ntes.en.vtt | 3.1 KB | ||
| 01. Welcome To DRLND-i1-l0n1ntes.mp4 | 8.4 MB | ||
| 01. Welcome to the Deep Reinforcement Learning Nanodegree.html | 5.3 KB | ||
| 02. RL In The Real World-IGlAyGbOTHo.en.vtt | 1.92 KB | ||
| 02. RL In The Real World-IGlAyGbOTHo.mp4 | 5.31 MB | ||
| 02. RL in the Real World.html | 5.24 KB | ||
| 03. Overview of the ND Program.html | 14.29 KB | ||
| 04. Projects You Will Build.html | 8.85 KB | ||
| 04. Unity Machine Learning Agents-jC12h4UAxqs.en.vtt | 3.86 KB | ||
| 04. Unity Machine Learning Agents-jC12h4UAxqs.mp4 | 16.5 MB | ||
| 05. Play Tennis!.html | 7.54 KB | ||
| 06. Deadline Policy.html | 14.08 KB | ||
| 07. Udacity Support.html | 9.6 KB | ||
| 08. Community Guidelines.html | 7.89 KB | ||
| img | |||
| banana.gif | 4.16 MB | ||
| bipedal-walker.gif | 2.52 MB | ||
| dumb-soccer.gif | 3.2 MB | ||
| game-example.gif | 399.55 KB | ||
| lunar-lander.gif | 101.3 KB | ||
| mjg2mzcyma.gif | 1.16 MB | ||
| mountain-car-cts.gif | 112.61 KB | ||
| output.gif | 10.16 MB | ||
| reacher.gif | 3.98 MB | ||
| screen-shot-2018-06-12-at-5.07.10-pm.png | 257.46 KB | ||
| screen-shot-2018-07-06-at-11.33.53-am.png | 759.46 KB | ||
| soccer.gif | 5.22 MB | ||
| index.html | 4.13 KB | ||
| Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors | |||
| 01. What It Takes.html | 5.49 KB | ||
| 02. Reviews.html | 5.35 KB | ||
| 03. Knowledge.html | 6.7 KB | ||
| 04. Student Hub.html | 6.3 KB | ||
| img | |||
| image4.png | 436.47 KB | ||
| image8.png | 228.06 KB | ||
| screen-shot-2018-11-07-at-10.23.07-pm.png | 366.06 KB | ||
| screen-shot-2018-11-07-at-9.55.40-pm.png | 222.17 KB | ||
| screen-shot-2018-11-07-at-9.59.16-pm.png | 529.19 KB | ||
| screen-shot-2018-11-09-at-6.28.07-pm.png | 299.96 KB | ||
| index.html | 3.67 KB | ||
| Part 01-Module 01-Lesson 03_Get Help with Your Account | |||
| 01. FAQ.html | 5.4 KB | ||
| 02. Support.html | 5.01 KB | ||
| img | |||
| screen-shot-2018-11-09-at-7.38.47-pm.png | 110.58 KB | ||
| screen-shot-2018-11-09-at-7.48.22-pm.png | 1.57 MB | ||
| screen-shot-2018-11-09-at-7.49.34-pm.png | 238.98 KB | ||
| screen-shot-2018-11-09-at-7.49.50-pm.png | 375.54 KB | ||
| index.html | 3.52 KB | ||
| Part 01-Module 01-Lesson 04_Learning Plan | |||
| 01. Learning Plan.html | 9.47 KB | ||
| 02. Reference Guide.html | 5.55 KB | ||
| 03. OpenAI Gym.html | 10.54 KB | ||
| 04. GitHub Repository.html | 5.57 KB | ||
| 05. AWS Credits.html | 5.54 KB | ||
| 06. Student Resources.html | 6.42 KB | ||
| img | |||
| 42135602-b0335606-7d12-11e8-8689-dd1cf9fa11a9.gif | 4.18 MB | ||
| download.png | 6.28 KB | ||
| grokking-deeprl.png | 220.39 KB | ||
| image4.gif | 926.13 KB | ||
| openaigym-gif.gif | 2.05 MB | ||
| paper-notes.png | 67.42 KB | ||
| udacitylogo.jpg?042148 | 107.33 KB | ||
| unknown.png | 3.49 KB | ||
| index.html | 3.8 KB | ||
| Part 01-Module 01-Lesson 05_Introduction to RL | |||
| 01. Introduction-6jSFl5kxIBs.en.vtt | 2.41 KB | ||
| 01. Introduction-6jSFl5kxIBs.mp4 | 5.15 MB | ||
| 01. Introduction-6jSFl5kxIBs.pt-BR.vtt | 2.43 KB | ||
| 01. Introduction-6jSFl5kxIBs.zh-CN.vtt | 2.11 KB | ||
| 01. Introduction.html | 5.26 KB | ||
| 02. Applications-CV6B84mKRNM.en.vtt | 3.22 KB | ||
| 02. Applications-CV6B84mKRNM.mp4 | 8.46 MB | ||
| 02. Applications-CV6B84mKRNM.pt-BR.vtt | 3.42 KB | ||
| 02. Applications-CV6B84mKRNM.zh-CN.vtt | 2.91 KB | ||
| 02. Applications.html | 6.98 KB | ||
| 03. The Setting-nh8Gwdu19nc.en.vtt | 7.06 KB | ||
| 03. The Setting-nh8Gwdu19nc.mp4 | 7.75 MB | ||
| 03. The Setting-nh8Gwdu19nc.pt-BR.vtt | 7.31 KB | ||
| 03. The Setting-nh8Gwdu19nc.zh-CN.vtt | 6.05 KB | ||
| 03. The Setting.html | 4.88 KB | ||
| 04. Resources-_YPqfAnCqtk.en.vtt | 2.07 KB | ||
| 04. Resources-_YPqfAnCqtk.mp4 | 6.97 MB | ||
| 04. Resources-_YPqfAnCqtk.pt-BR.vtt | 2.39 KB | ||
| 04. Resources-_YPqfAnCqtk.zh-CN.vtt | 1.83 KB | ||
| 04. Resources.html | 5.66 KB | ||
| index.html | 3.65 KB | ||
| Part 01-Module 01-Lesson 06_The RL Framework The Problem | |||
| 01. Introduction-X_9l_ZqXXBA.en.vtt | 830 B | ||
| 01. Introduction-X_9l_ZqXXBA.mp4 | 2.9 MB | ||
| 01. Introduction-X_9l_ZqXXBA.pt-BR.vtt | 866 B | ||
| 01. Introduction-X_9l_ZqXXBA.zh-CN.vtt | 718 B | ||
| 01. Introduction.html | 6.77 KB | ||
| 02. The Setting, Revisited-V6Q1uF8a6kA.en.vtt | 5.6 KB | ||
| 02. The Setting, Revisited-V6Q1uF8a6kA.mp4 | 7.36 MB | ||
| 02. The Setting, Revisited-V6Q1uF8a6kA.pt-BR.vtt | 5.78 KB | ||
| 02. The Setting, Revisited-V6Q1uF8a6kA.zh-CN.vtt | 4.79 KB | ||
| 02. The Setting, Revisited.html | 6.58 KB | ||
| 03. Episodic vs. Continuing Tasks-E1I-BPanSM8.en.vtt | 2.82 KB | ||
| 03. Episodic vs. Continuing Tasks-E1I-BPanSM8.mp4 | 10.07 MB | ||
| 03. Episodic vs. Continuing Tasks-E1I-BPanSM8.pt-BR.vtt | 3.04 KB | ||
| 03. Episodic vs. Continuing Tasks-E1I-BPanSM8.zh-CN.vtt | 2.46 KB | ||
| 03. Episodic vs. Continuing Tasks.html | 6.63 KB | ||
| 04. Quiz Test Your Intuition.html | 12.64 KB | ||
| 05. Quiz Episodic or Continuing.html | 9.04 KB | ||
| 06. The Reward Hypothesis-uAqNwgZ49JE.en.vtt | 3.45 KB | ||
| 06. The Reward Hypothesis-uAqNwgZ49JE.mp4 | 4.38 MB | ||
| 06. The Reward Hypothesis-uAqNwgZ49JE.pt-BR.vtt | 3.68 KB | ||
| 06. The Reward Hypothesis-uAqNwgZ49JE.zh-CN.vtt | 3.01 KB | ||
| 06. The Reward Hypothesis.html | 6.58 KB | ||
| 07. Goals and Rewards, Part 1-XPnj3Ya3EuM.en.vtt | 3.25 KB | ||
| 07. Goals and Rewards, Part 1-XPnj3Ya3EuM.mp4 | 6.84 MB | ||
| 07. Goals and Rewards, Part 1-XPnj3Ya3EuM.pt-BR.vtt | 3.61 KB | ||
| 07. Goals and Rewards, Part 1-XPnj3Ya3EuM.zh-CN.vtt | 2.82 KB | ||
| 07. Goals and Rewards, Part 1.html | 6.6 KB | ||
| 08. Goals and Rewards, Part 2-pVIFc72VYH8.en.vtt | 5.72 KB | ||
| 08. Goals and Rewards, Part 2-pVIFc72VYH8.mp4 | 8.05 MB | ||
| 08. Goals and Rewards, Part 2-pVIFc72VYH8.pt-BR.vtt | 6.32 KB | ||
| 08. Goals and Rewards, Part 2-pVIFc72VYH8.zh-CN.vtt | 4.99 KB | ||
| 08. Goals and Rewards, Part 2.html | 7.19 KB | ||
| 09. Quiz Goals and Rewards.html | 12.98 KB | ||
| 10. Cumulative Reward-ysriH65lV9o.en.vtt | 5.36 KB | ||
| 10. Cumulative Reward-ysriH65lV9o.mp4 | 9.96 MB | ||
| 10. Cumulative Reward-ysriH65lV9o.pt-BR.vtt | 6 KB | ||
| 10. Cumulative Reward-ysriH65lV9o.zh-CN.vtt | 4.4 KB | ||
| 10. Cumulative Reward.html | 6.55 KB | ||
| 11. Discounted Return-opXGNPwwn7g.en.vtt | 7.16 KB | ||
| 11. Discounted Return-opXGNPwwn7g.mp4 | 14.3 MB | ||
| 11. Discounted Return-opXGNPwwn7g.pt-BR.vtt | 7.96 KB | ||
| 11. Discounted Return-opXGNPwwn7g.zh-CN.vtt | 5.97 KB | ||
| 11. Discounted Return.html | 7.35 KB | ||
| 12. Quiz Pole-Balancing.html | 12.01 KB | ||
| 13. MDPs, Part 1-NBWbluSbxPg.en.vtt | 4 KB | ||
| 13. MDPs, Part 1-NBWbluSbxPg.mp4 | 3.86 MB | ||
| 13. MDPs, Part 1-NBWbluSbxPg.pt-BR.vtt | 4.29 KB | ||
| 13. MDPs, Part 1-NBWbluSbxPg.zh-CN.vtt | 3.38 KB | ||
| 13. MDPs, Part 1.html | 7.89 KB | ||
| 14. MDPs, Part 2-CUTtQvxKkNw.en.vtt | 6.81 KB | ||
| 14. MDPs, Part 2-CUTtQvxKkNw.mp4 | 6.82 MB | ||
| 14. MDPs, Part 2-CUTtQvxKkNw.pt-BR.vtt | 7.27 KB | ||
| 14. MDPs, Part 2-CUTtQvxKkNw.zh-CN.vtt | 5.71 KB | ||
| 14. MDPs, Part 2.html | 6.51 KB | ||
| 15. Quiz One-Step Dynamics, Part 1.html | 11.1 KB | ||
| 16. Quiz One-Step Dynamics, Part 2.html | 14.77 KB | ||
| 17. MDPs, Part 3-UlXHFbla3QI.en.vtt | 2.97 KB | ||
| 17. MDPs, Part 3-UlXHFbla3QI.mp4 | 14.75 MB | ||
| 17. MDPs, Part 3-UlXHFbla3QI.pt-BR.vtt | 3.38 KB | ||
| 17. MDPs, Part 3-UlXHFbla3QI.zh-CN.vtt | 2.42 KB | ||
| 17. MDPs, Part 3.html | 6.51 KB | ||
| 18. Finite MDPs.html | 11.29 KB | ||
| 19. Summary.html | 12.12 KB | ||
| img | |||
| 1omsg2-mkguagky1c64uflw.gif | 183.96 KB | ||
| article-2278590-1792e332000005dc-394-634x615.jpg?042148 | 103.03 KB | ||
| backgammonboard.svg.png | 112.81 KB | ||
| chess-game.jpg?042148 | 7.54 MB | ||
| go.jpg?042148 | 614.8 KB | ||
| index.jpg?042148 | 11.56 KB | ||
| maze.png | 4.2 KB | ||
| pup.jpg?042148 | 181.27 KB | ||
| screen-shot-2017-09-20-at-12.02.06-pm.png | 27.64 KB | ||
| screen-shot-2017-09-21-at-12.20.30-pm.png | 203.11 KB | ||
| screen-shot-2017-09-21-at-12.20.50-pm.png | 210.59 KB | ||
| screen-shot-2017-09-21-at-3.08.03-pm.png | 152.93 KB | ||
| screen-shot-2017-09-21-at-3.25.10-pm.png | 55.6 KB | ||
| screen-shot-2017-09-21-at-3.46.12-pm.png | 52.28 KB | ||
| screen-shot-2017-09-21-at-4.34.08-pm.png | 26.85 KB | ||
| index.html | 4.92 KB | ||
| Part 01-Module 01-Lesson 07_The RL Framework The Solution | |||
| 01. Introduction-9Wyf5Zsska8.en.vtt | 1.33 KB | ||
| 01. Introduction-9Wyf5Zsska8.mp4 | 5.39 MB | ||
| 01. Introduction-9Wyf5Zsska8.pt-BR.vtt | 1.37 KB | ||
| 01. Introduction-9Wyf5Zsska8.zh-CN.vtt | 1.16 KB | ||
| 01. Introduction.html | 6.1 KB | ||
| 02. Policies-hc3LrvaC13U.en.vtt | 4.79 KB | ||
| 02. Policies-hc3LrvaC13U.mp4 | 20.24 MB | ||
| 02. Policies-hc3LrvaC13U.pt-BR.vtt | 5.44 KB | ||
| 02. Policies-hc3LrvaC13U.zh-CN.vtt | 4.03 KB | ||
| 02. Policies.html | 5.81 KB | ||
| 03. Quiz Interpret the Policy.html | 12.29 KB | ||
| 04. Gridworld Example-XeHBmPFqTsE.en.vtt | 2.56 KB | ||
| 04. Gridworld Example-XeHBmPFqTsE.mp4 | 2.38 MB | ||
| 04. Gridworld Example-XeHBmPFqTsE.pt-BR.vtt | 2.82 KB | ||
| 04. Gridworld Example-XeHBmPFqTsE.zh-CN.vtt | 2.06 KB | ||
| 04. Gridworld Example.html | 5.88 KB | ||
| 05. State-Value Functions-llakAjwox_8.en.vtt | 4.67 KB | ||
| 05. State-Value Functions-llakAjwox_8.mp4 | 5.28 MB | ||
| 05. State-Value Functions-llakAjwox_8.pt-BR.vtt | 5.25 KB | ||
| 05. State-Value Functions-llakAjwox_8.zh-CN.vtt | 3.86 KB | ||
| 05. State-Value Functions.html | 7.18 KB | ||
| 06. Bellman Equations-UgIaDMvSdUo.en.vtt | 3.78 KB | ||
| 06. Bellman Equations-UgIaDMvSdUo.mp4 | 4.14 MB | ||
| 06. Bellman Equations-UgIaDMvSdUo.pt-BR.vtt | 3.86 KB | ||
| 06. Bellman Equations-UgIaDMvSdUo.zh-CN.vtt | 2.99 KB | ||
| 06. Bellman Equations.html | 10.49 KB | ||
| 07. Quiz State-Value Functions.html | 12.63 KB | ||
| 08. Optimality-j231aRV74QM.en.vtt | 4.6 KB | ||
| 08. Optimality-j231aRV74QM.mp4 | 5.99 MB | ||
| 08. Optimality-j231aRV74QM.pt-BR.vtt | 5.06 KB | ||
| 08. Optimality-j231aRV74QM.zh-CN.vtt | 3.85 KB | ||
| 08. Optimality.html | 5.83 KB | ||
| 09. Action-Value Functions-KJLaRfOOPGA.en.vtt | 4.65 KB | ||
| 09. Action-Value Functions-KJLaRfOOPGA.mp4 | 6.6 MB | ||
| 09. Action-Value Functions-KJLaRfOOPGA.pt-BR.vtt | 5.32 KB | ||
| 09. Action-Value Functions-KJLaRfOOPGA.zh-CN.vtt | 3.94 KB | ||
| 09. Action-Value Functions.html | 6.71 KB | ||
| 10. Quiz Action-Value Functions.html | 6.9 KB | ||
| 11. Optimal Policies-2rguYpVyCto.en.vtt | 3.91 KB | ||
| 11. Optimal Policies-2rguYpVyCto.mp4 | 7.11 MB | ||
| 11. Optimal Policies-2rguYpVyCto.pt-BR.vtt | 4.2 KB | ||
| 11. Optimal Policies-2rguYpVyCto.zh-CN.vtt | 3.32 KB | ||
| 11. Optimal Policies.html | 5.87 KB | ||
| 12. Quiz Optimal Policies.html | 12.79 KB | ||
| 13. Summary.html | 11.02 KB | ||
| img | |||
| screen-shot-2017-08-31-at-3.27.10-pm.png | 463.09 KB | ||
| screen-shot-2017-09-21-at-12.20.30-pm.png | 203.11 KB | ||
| screen-shot-2017-09-24-at-4.28.04-pm.png | 622.69 KB | ||
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| screen-shot-2017-09-25-at-5.51.40-pm.png | 64.59 KB | ||
| screen-shot-2017-09-25-at-6.02.37-pm.png | 78.84 KB | ||
| screen-shot-2017-09-25-at-9.18.00-pm.png | 52.48 KB | ||
| index.html | 4.4 KB | ||
| Part 01-Module 01-Lesson 08_Monte Carlo Methods | |||
| 01. L601 Intro RENDER V2-3H5x0lstvmo.en.vtt | 1.35 KB | ||
| 01. L601 Intro RENDER V2-3H5x0lstvmo.mp4 | 1.18 MB | ||
| 01. Review.html | 8.94 KB | ||
| 02. Gridworld Example.html | 13.03 KB | ||
| 02. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.en.vtt | 3.49 KB | ||
| 02. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.mp4 | 3.46 MB | ||
| 03. L603 Monte Carlo Methods RENDER V3-2-titaMCRl224.en.vtt | 7.37 KB | ||
| 03. L603 Monte Carlo Methods RENDER V3-2-titaMCRl224.mp4 | 8.29 MB | ||
| 03. Monte Carlo Methods.html | 8.44 KB | ||
| 04. L604 MC Prediction Part 1RENDER V2-6ts9gdIS6vg.en.vtt | 4.49 KB | ||
| 04. L604 MC Prediction Part 1RENDER V2-6ts9gdIS6vg.mp4 | 4.76 MB | ||
| 04. MC Prediction - Part 1.html | 6.99 KB | ||
| 05. L605 MC Prediction Part 2 RENDER V3-jR49ZyKuJ98.en.vtt | 2.04 KB | ||
| 05. L605 MC Prediction Part 2 RENDER V3-jR49ZyKuJ98.mp4 | 1.96 MB | ||
| 05. MC Prediction - Part 2.html | 8.14 KB | ||
| 06. L606 MC Prediction Part 3 RENDERv1 V4-9LP6uXdmWxQ.en.vtt | 2.37 KB | ||
| 06. L606 MC Prediction Part 3 RENDERv1 V4-9LP6uXdmWxQ.mp4 | 2.05 MB | ||
| 06. MC Prediction - Part 3.html | 12.65 KB | ||
| 07. OpenAI Gym BlackJackEnv.html | 8.78 KB | ||
| 08. Workspace - Introduction.html | 8.68 KB | ||
| 09. Coding Exercise.html | 8.2 KB | ||
| 09. MC Prediction - Solution Walkthrough-Pwiqk7Pncgc.en.vtt | 10.07 KB | ||
| 09. MC Prediction - Solution Walkthrough-Pwiqk7Pncgc.mp4 | 13.73 MB | ||
| 10. Workspace.html | 6.81 KB | ||
| 11. Greedy Policies.html | 8.05 KB | ||
| 11. L611 Greedy Policies RENDER V4-DH6c-aODMLU.en.vtt | 3.04 KB | ||
| 11. L611 Greedy Policies RENDER V4-DH6c-aODMLU.mp4 | 2.56 MB | ||
| 12. Epsilon-Greedy Policies.html | 15.26 KB | ||
| 12. L612 Epsilon Greedy Policies RENDER V4-PxJMtlR06MY.en.vtt | 5.65 KB | ||
| 12. L612 Epsilon Greedy Policies RENDER V4-PxJMtlR06MY.mp4 | 4.69 MB | ||
| 13. MC Control.html | 9.75 KB | ||
| 14. Exploration vs. Exploitation.html | 16.84 KB | ||
| 15. Incremental Mean.html | 9.95 KB | ||
| 15. L615 Incremental Mean RENDER V4-h-8MB7V1LiE.en.vtt | 3.78 KB | ||
| 15. L615 Incremental Mean RENDER V4-h-8MB7V1LiE.mp4 | 3.32 MB | ||
| 16. Constant-alpha.html | 10.31 KB | ||
| 16. L617 Constant Alpha Edits RENDER V1-LetHoOtNdJc.en.vtt | 1.26 KB | ||
| 16. L617 Constant Alpha Edits RENDER V1-LetHoOtNdJc.mp4 | 1.05 MB | ||
| 16. MC Control Constant-alpha-QFV1nI9Zpoo.en.vtt | 3.95 KB | ||
| 16. MC Control Constant-alpha-QFV1nI9Zpoo.mp4 | 12.46 MB | ||
| 16. MC Control Constant-alpha-QFV1nI9Zpoo.pt-BR.vtt | 4.05 KB | ||
| 16. MC Control Constant-alpha-QFV1nI9Zpoo.zh-CN.vtt | 3.23 KB | ||
| 17. Coding Exercise.html | 7.53 KB | ||
| 17. M1 L6 S2 V1-6E_3NJcoxmU.en.vtt | 8.73 KB | ||
| 17. M1 L6 S2 V1-6E_3NJcoxmU.mp4 | 13.76 MB | ||
| 18. Workspace.html | 6.81 KB | ||
| 19. Summary.html | 12.5 KB | ||
| img | |||
| 2-card-21.png | 175.83 KB | ||
| exploration-vs.-exploitation.png | 204.28 KB | ||
| jupyter.png | 36.85 KB | ||
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| screen-shot-2018-05-05-at-1.20.10-pm.png | 173.2 KB | ||
| screen-shot-2018-05-10-at-6.10.16-pm.png | 176.53 KB | ||
| index.html | 4.79 KB | ||
| Part 01-Module 01-Lesson 09_Temporal-Difference Methods | |||
| 01. Introduction-yXErXQulI_o.en.vtt | 2.91 KB | ||
| 01. Introduction-yXErXQulI_o.mp4 | 20.67 MB | ||
| 01. Introduction-yXErXQulI_o.zh-CN.vtt | 2.48 KB | ||
| 01. Introduction.html | 6.43 KB | ||
| 02. Review MC Control Methods.html | 8.92 KB | ||
| 03. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.en.vtt | 3.49 KB | ||
| 03. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.mp4 | 3.46 MB | ||
| 03. Quiz MC Control Methods-ZwIg6LDMyuo.en.vtt | 2.71 KB | ||
| 03. Quiz MC Control Methods-ZwIg6LDMyuo.mp4 | 2.61 MB | ||
| 03. Quiz MC Control Methods.html | 9.86 KB | ||
| 04. TD Control Sarsa Part 1-HYV0SP9wm7g.en.vtt | 3.23 KB | ||
| 04. TD Control Sarsa Part 1-HYV0SP9wm7g.mp4 | 3.46 MB | ||
| 04. TD Control Sarsa Part 2-U_CV-UC9G2c.en.vtt | 2.29 KB | ||
| 04. TD Control Sarsa Part 2-U_CV-UC9G2c.mp4 | 2.22 MB | ||
| 04. TD Control Sarsa.html | 8.97 KB | ||
| 05. Quiz Sarsa.html | 10.81 KB | ||
| 06. TD Control Q-Learning.html | 7.21 KB | ||
| 06. TD Control Sarsamax-4DxoYuR7aZ4.en.vtt | 4.58 KB | ||
| 06. TD Control Sarsamax-4DxoYuR7aZ4.mp4 | 16.53 MB | ||
| 06. TD Control Sarsamax-4DxoYuR7aZ4.zh-CN.vtt | 3.83 KB | ||
| 07. Quiz Q-Learning.html | 10.75 KB | ||
| 08. TD Control Expected Sarsa-kEKupCyU0P0.en.vtt | 1.22 KB | ||
| 08. TD Control Expected Sarsa-kEKupCyU0P0.mp4 | 4.28 MB | ||
| 08. TD Control Expected Sarsa-kEKupCyU0P0.zh-CN.vtt | 1.02 KB | ||
| 08. TD Control Expected Sarsa.html | 7.22 KB | ||
| 09. Quiz Expected Sarsa.html | 10.77 KB | ||
| 10. TD Control Theory and Practice.html | 9.34 KB | ||
| 11. OpenAI Gym CliffWalkingEnv.html | 8.27 KB | ||
| 12. Workspace - Introduction.html | 8.72 KB | ||
| 13. Coding Exercise.html | 7.08 KB | ||
| 14. Workspace.html | 6.72 KB | ||
| 15. Analyzing Performance.html | 8.78 KB | ||
| 16. Quiz Check Your Understanding.html | 14.19 KB | ||
| 17. Summary.html | 8 KB | ||
| img | |||
| environment.png | 2.18 MB | ||
| episode.png | 373.92 KB | ||
| exploration-vs.-exploitation.png | 204.28 KB | ||
| jupyter.png | 36.85 KB | ||
| matengai-of-kuniga-coast-in-oki-island-shimane-pref600.jpg?042148 | 247.02 KB | ||
| qtable2.png | 671.11 KB | ||
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| screen-shot-2018-05-10-at-6.10.16-pm.png | 176.53 KB | ||
| screen-shot-2018-05-24-at-11.45.52-am.png | 306.01 KB | ||
| index.html | 4.75 KB | ||
| Part 01-Module 01-Lesson 10_Solve OpenAI Gym's Taxi-v2 Task | |||
| 01. Introduction.html | 8.07 KB | ||
| 02. Instructions.html | 11.03 KB | ||
| 03. Mini Project.html | 5.39 KB | ||
| img | |||
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| open-agent-monitor-main.gif | 2.73 MB | ||
| open-terminal.gif | 819.23 KB | ||
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| screen-shot-2018-04-14-at-3.13.15-pm.png | 47.1 KB | ||
| index.html | 3.63 KB | ||
| Part 01-Module 01-Lesson 11_RL in Continuous Spaces | |||
| 01. Introducing Arpan.html | 9.01 KB | ||
| 02. Introduction-GPjK124RU5g.en.vtt | 6.45 KB | ||
| 02. Introduction-GPjK124RU5g.mp4 | 33.2 MB | ||
| 02. Introduction-GPjK124RU5g.pt-BR.vtt | 7.33 KB | ||
| 02. Introduction-GPjK124RU5g.zh-CN.vtt | 5.62 KB | ||
| 02. Lesson Overview.html | 6.61 KB | ||
| 03. Discrete vs. Continuous Spaces-uHstLeRzaE8.en.vtt | 6.54 KB | ||
| 03. Discrete vs. Continuous Spaces-uHstLeRzaE8.mp4 | 21.37 MB | ||
| 03. Discrete vs. Continuous Spaces-uHstLeRzaE8.pt-BR.vtt | 7.57 KB | ||
| 03. Discrete vs. Continuous Spaces-uHstLeRzaE8.zh-CN.vtt | 5.73 KB | ||
| 03. Discrete vs. Continuous Spaces.html | 6.33 KB | ||
| 04. Quiz Space Representations.html | 7.5 KB | ||
| 05. Discretization-j2eZyUpy--E.en.vtt | 4.58 KB | ||
| 05. Discretization-j2eZyUpy--E.mp4 | 12.55 MB | ||
| 05. Discretization-j2eZyUpy--E.pt-BR.vtt | 5.13 KB | ||
| 05. Discretization-j2eZyUpy--E.zh-CN.vtt | 4.06 KB | ||
| 05. Discretization.html | 6.22 KB | ||
| 06. Exercise Discretization.html | 7.27 KB | ||
| 07. Workspace Discretization.html | 6.67 KB | ||
| 08. Tile Coding-BRs7AnTZ_8k.en.vtt | 3.76 KB | ||
| 08. Tile Coding-BRs7AnTZ_8k.mp4 | 11.03 MB | ||
| 08. Tile Coding-BRs7AnTZ_8k.pt-BR.vtt | 4.2 KB | ||
| 08. Tile Coding-BRs7AnTZ_8k.zh-CN.vtt | 3.34 KB | ||
| 08. Tile Coding.html | 6.2 KB | ||
| 09. Exercise Tile Coding.html | 7.26 KB | ||
| 10. Workspace Tile Coding.html | 6.66 KB | ||
| 11. Coarse Coding-Uu1J5KLAfTU.en.vtt | 3.07 KB | ||
| 11. Coarse Coding-Uu1J5KLAfTU.mp4 | 10.3 MB | ||
| 11. Coarse Coding-Uu1J5KLAfTU.pt-BR.vtt | 3.41 KB | ||
| 11. Coarse Coding-Uu1J5KLAfTU.zh-CN.vtt | 2.74 KB | ||
| 11. Coarse Coding.html | 6.22 KB | ||
| 12. Function Approximation-UTGWVY6jEdg.en.vtt | 4.11 KB | ||
| 12. Function Approximation-UTGWVY6jEdg.mp4 | 20.08 MB | ||
| 12. Function Approximation-UTGWVY6jEdg.pt-BR.vtt | 4.59 KB | ||
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| 12. Function Approximation.html | 7.55 KB | ||
| 13. Linear Function Approximation-OJ5wrB7o-pI.en.vtt | 6.91 KB | ||
| 13. Linear Function Approximation-OJ5wrB7o-pI.mp4 | 28.67 MB | ||
| 13. Linear Function Approximation-OJ5wrB7o-pI.pt-BR.vtt | 7.81 KB | ||
| 13. Linear Function Approximation-OJ5wrB7o-pI.zh-CN.vtt | 5.81 KB | ||
| 13. Linear Function Approximation.html | 6.33 KB | ||
| 14. Kernel Functions-RdkPVYyVOvU.en.vtt | 2.94 KB | ||
| 14. Kernel Functions-RdkPVYyVOvU.mp4 | 8.91 MB | ||
| 14. Kernel Functions-RdkPVYyVOvU.pt-BR.vtt | 3.16 KB | ||
| 14. Kernel Functions-RdkPVYyVOvU.zh-CN.vtt | 2.49 KB | ||
| 14. Kernel Functions.html | 6.24 KB | ||
| 15. Non-Linear Function Approximation-rITnmpD2mN8.en.vtt | 1.56 KB | ||
| 15. Non-Linear Function Approximation-rITnmpD2mN8.mp4 | 4.95 MB | ||
| 15. Non-Linear Function Approximation-rITnmpD2mN8.pt-BR.vtt | 1.8 KB | ||
| 15. Non-Linear Function Approximation-rITnmpD2mN8.zh-CN.vtt | 1.3 KB | ||
| 15. Non-Linear Function Approximation.html | 6.35 KB | ||
| 16. Summary-MTEBk43oByU.en.vtt | 1.61 KB | ||
| 16. Summary-MTEBk43oByU.mp4 | 9.91 MB | ||
| 16. Summary-MTEBk43oByU.pt-BR.vtt | 1.87 KB | ||
| 16. Summary-MTEBk43oByU.zh-CN.vtt | 1.37 KB | ||
| 16. Summary.html | 6.17 KB | ||
| img | |||
| arpan-headshot.png | 370.47 KB | ||
| jupyter.png | 36.85 KB | ||
| poker-hand-3-of-a-kind.png | 128.64 KB | ||
| qtable.png | 368.97 KB | ||
| screen-shot-2018-05-02-at-12.24.35-am.png | 33.59 KB | ||
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| index.html | 4.69 KB | ||
| Part 01-Module 01-Lesson 12_What's Next | |||
| 01. Arpan Rollercoaster-Rf6cCYRqV58.en.vtt | 1.27 KB | ||
| 01. Arpan Rollercoaster-Rf6cCYRqV58.mp4 | 7.81 MB | ||
| 01. Arpan Rollercoaster-Rf6cCYRqV58.zh-CN.vtt | 1.12 KB | ||
| 01. Congratulations!.html | 7.36 KB | ||
| 02. What can you do now.html | 6.29 KB | ||
| img | |||
| dqn.png | 1.23 MB | ||
| index.html | 3.55 KB | ||
| Part 02-Module 01-Lesson 01_Study Plan | |||
| 01. Study Plan.html | 7.03 KB | ||
| 02. Deep RL for Robotics.html | 7.29 KB | ||
| 02. Deep RL in Robotics-IjG_IWJdb1w.en.vtt | 2.55 KB | ||
| 02. Deep RL in Robotics-IjG_IWJdb1w.mp4 | 7.29 MB | ||
| img | |||
| output.gif | 10.16 MB | ||
| udacitylogo.jpg?042148 | 107.33 KB | ||
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| Part 02-Module 01-Lesson 02_Deep Q-Networks | |||
| 01. DQN Overview-WgiAvr7COR0.en.vtt | 1.67 KB | ||
| 01. DQN Overview-WgiAvr7COR0.mp4 | 4.85 MB | ||
| 01. From RL to Deep RL-7HLJ0uaR1F0.en.vtt | 2.64 KB | ||
| 01. From RL to Deep RL-7HLJ0uaR1F0.mp4 | 3.54 MB | ||
| 01. From RL to Deep RL.html | 8.53 KB | ||
| 02. Deep Q-Networks-GgtR_d1OB-M.en.vtt | 5.85 KB | ||
| 02. Deep Q-Networks-GgtR_d1OB-M.mp4 | 25.67 MB | ||
| 02. Deep Q-Networks-GgtR_d1OB-M.pt-BR.vtt | 6.34 KB | ||
| 02. Deep Q-Networks-GgtR_d1OB-M.zh-CN.vtt | 5.25 KB | ||
| 02. Deep Q-Networks.html | 10.01 KB | ||
| 03. Experience Replay-wX_-SZG-YMQ.en.vtt | 9.51 KB | ||
| 03. Experience Replay-wX_-SZG-YMQ.mp4 | 48.38 MB | ||
| 03. Experience Replay-wX_-SZG-YMQ.pt-BR.vtt | 11.32 KB | ||
| 03. Experience Replay-wX_-SZG-YMQ.zh-CN.vtt | 8.25 KB | ||
| 03. Experience Replay.html | 8.95 KB | ||
| 04. Fixed Q-Targets-SWpyiEezfp4.en.vtt | 5.42 KB | ||
| 04. Fixed Q-Targets-SWpyiEezfp4.mp4 | 20.97 MB | ||
| 04. Fixed Q-Targets-SWpyiEezfp4.pt-BR.vtt | 5.93 KB | ||
| 04. Fixed Q-Targets-SWpyiEezfp4.zh-CN.vtt | 4.77 KB | ||
| 04. Fixed Q-Targets.html | 9.35 KB | ||
| 05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.en.vtt | 4.48 KB | ||
| 05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.mp4 | 17.45 MB | ||
| 05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.pt-BR.vtt | 5.35 KB | ||
| 05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.zh-CN.vtt | 3.84 KB | ||
| 05. Deep Q-Learning Algorithm.html | 8.08 KB | ||
| 06. Coding Exercise.html | 7.7 KB | ||
| 07. Workspace.html | 6.21 KB | ||
| 08. Deep Q-Learning Improvements.html | 7.45 KB | ||
| 09. 10 Double DQN V2-PGCEMLujiGI.en.vtt | 4.01 KB | ||
| 09. 10 Double DQN V2-PGCEMLujiGI.mp4 | 3.46 MB | ||
| 09. Double DQN.html | 6.18 KB | ||
| 10. 10 Prioritized Experience Replay V1-cN8z-7Ze9L8.en.vtt | 6.23 KB | ||
| 10. 10 Prioritized Experience Replay V1-cN8z-7Ze9L8.mp4 | 5.86 MB | ||
| 10. Prioritized Experience Replay.html | 6.08 KB | ||
| 11. 10 Dueling DQN V2-zZeHbPs39Ls.en.vtt | 1.75 KB | ||
| 11. 10 Dueling DQN V2-zZeHbPs39Ls.mp4 | 1.64 MB | ||
| 11. Dueling DQN.html | 5.94 KB | ||
| 12. Rainbow.html | 9.24 KB | ||
| 13. Summary-x6JggcDTcys.en.vtt | 1.22 KB | ||
| 13. Summary-x6JggcDTcys.mp4 | 7.2 MB | ||
| 13. Summary-x6JggcDTcys.pt-BR.vtt | 1.49 KB | ||
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| 13. Summary.html | 5.74 KB | ||
| img | |||
| dqn.png | 278.14 KB | ||
| dueling-q-network.png | 109.37 KB | ||
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| screen-shot-2018-06-30-at-7.03.40-pm.png | 193.87 KB | ||
| sonic.gif | 9.12 MB | ||
| index.html | 4.32 KB | ||
| Part 02-Module 01-Lesson 03_Deep RL for Robotics | |||
| 01. 01 Introduction RENDER V2-dfeawuScC7k.en.vtt | 1.79 KB | ||
| 01. 01 Introduction RENDER V2-dfeawuScC7k.mp4 | 4.65 MB | ||
| 01. Introduction.html | 5.22 KB | ||
| 02. 02 Welcome!-1oElWzRt-lU.en.vtt | 1.85 KB | ||
| 02. 02 Welcome!-1oElWzRt-lU.mp4 | 7.16 MB | ||
| 02. 03 Transitioning-BvDvxw8e0CY.en.vtt | 1.69 KB | ||
| 02. 03 Transitioning-BvDvxw8e0CY.mp4 | 1.48 MB | ||
| 02. C++ for Robotics.html | 7.25 KB | ||
| 03. 03 CC API HSSC HS RENDER V3-a9-HdpCaYW4.en.vtt | 1.29 KB | ||
| 03. 03 CC API HSSC HS RENDER V3-a9-HdpCaYW4.mp4 | 3.3 MB | ||
| 03. CC++ API.html | 11.42 KB | ||
| 04. Catch Sample.html | 12.32 KB | ||
| 05. Udacity Workspace.html | 6.2 KB | ||
| 06. Fruit Sample.html | 12.69 KB | ||
| 07. Rover Sample.html | 11 KB | ||
| 08. Arm Sample.html | 7.86 KB | ||
| 09. 09 Jetson TX2 Edits V1-M26z7vTti_g.en.vtt | 1.77 KB | ||
| 09. 09 Jetson TX2 Edits V1-M26z7vTti_g.mp4 | 6.14 MB | ||
| 09. Jetson Overview-i56qM6NNW9A.en.vtt | 3.79 KB | ||
| 09. Jetson Overview-i56qM6NNW9A.mp4 | 14.64 MB | ||
| 09. Jetson TX2.html | 7.52 KB | ||
| 10. 10 Summary HS V3-cb1FGgZIitc.en.vtt | 914 B | ||
| 10. 10 Summary HS V3-cb1FGgZIitc.mp4 | 2.57 MB | ||
| 10. Summary.html | 5.19 KB | ||
| img | |||
| armenv.png | 484.79 KB | ||
| fruit.gif | 285.12 KB | ||
| nv-rl-stack-diagram.jpg?042148 | 60.01 KB | ||
| output.gif | 10.16 MB | ||
| rl-gazebo-fall.png | 256.59 KB | ||
| index.html | 4.04 KB | ||
| Part 02-Module 01-Lesson 04_Navigation | |||
| 01. Unity ML-Agents.html | 7.3 KB | ||
| 02. The Environment - Introduction.html | 7.98 KB | ||
| 03. The Environment - Play.html | 7.19 KB | ||
| 04. Getting Started-ltz2GhFv04A.mp4 | 1.58 MB | ||
| 04. The Environment - Explore.html | 10.38 KB | ||
| 05. Project Instructions.html | 7.94 KB | ||
| 06. Benchmark Implementation.html | 6.89 KB | ||
| 07. Not sure where to start.html | 8.12 KB | ||
| 08. Collaborate!.html | 8.23 KB | ||
| 09. Workspace.html | 6.27 KB | ||
| 10. (Optional) Challenge Learning from Pixels.html | 8.94 KB | ||
| Project Description - Navigation.html | 8.3 KB | ||
| Project Rubric - Navigation.html | 10.25 KB | ||
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| 2018-02-27-16-05-37.gif | 1.31 MB | ||
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| idea-2579308-640.jpg?042148 | 17.5 KB | ||
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| unity-wide.png | 26.71 KB | ||
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| Part 02-Module 02-Lesson 01_Opportunities in Deep Reinforcement Learning | |||
| 01. Opportunities in DRL.html | 13.33 KB | ||
| 02. Career Services-cuKecPpZ7PM.en.vtt | 3.63 KB | ||
| 02. Career Services-cuKecPpZ7PM.mp4 | 10.12 MB | ||
| 02. Career Services-cuKecPpZ7PM.pt-BR.vtt | 3.83 KB | ||
| 02. Meet the Careers Team.html | 6.66 KB | ||
| 03. Access Your Career Portal.html | 6.13 KB | ||
| 04. Your Udacity Professional Profile.html | 6.95 KB | ||
| img | |||
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| screen-shot-2018-07-27-at-1.24.38-pm.png | 30.85 KB | ||
| udacitylogo-copy.png | 37.69 KB | ||
| index.html | 3.81 KB | ||
| Part 02-Module 02-Lesson 02_Optimize Your GitHub Profile | |||
| 01. Prove Your Skills With GitHub.html | 10.55 KB | ||
| 02. Introduction-Vnj2VNQROtI.ar.vtt | 2.28 KB | ||
| 02. Introduction-Vnj2VNQROtI.en.vtt | 1.58 KB | ||
| 02. Introduction-Vnj2VNQROtI.mp4 | 9.59 MB | ||
| 02. Introduction-Vnj2VNQROtI.pt-BR.vtt | 1.79 KB | ||
| 02. Introduction-Vnj2VNQROtI.zh-CN.vtt | 1.62 KB | ||
| 02. Introduction.html | 7.31 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.ar.vtt | 3.93 KB | ||
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| 03. GitHub profile important items-prvPVTjVkwQ.mp4 | 3.36 MB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt | 3.14 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt | 2.65 KB | ||
| 03. GitHub profile important items.html | 7.32 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt | 2.56 KB | ||
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| 04. Good GitHub repository-qBi8Q1EJdfQ.mp4 | 3.72 MB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt | 2.07 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt | 1.92 KB | ||
| 04. Good GitHub repository.html | 7.01 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt | 4.59 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.en.vtt | 3.82 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.mp4 | 21.79 MB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.pt-BR.vtt | 4 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.zh-CN.vtt | 3.4 KB | ||
| 05. Interview with Art - Part 1.html | 7.05 KB | ||
| 06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt | 490 B | ||
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| 06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt | 357 B | ||
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| 06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt | 1.31 KB | ||
| 06. Identify fixes for example “bad” profile.html | 9.93 KB | ||
| 07. Quick Fixes #1.html | 6.93 KB | ||
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| 08. Quick Fixes #2-It6AEuSDQw0.ar.vtt | 608 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.en.vtt | 435 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.mp4 | 2.25 MB | ||
| 08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt | 453 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt | 410 B | ||
| 08. Quick Fixes #2.html | 7.87 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt | 1.5 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt | 1.34 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 | 6.92 MB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt | 1.22 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt | 1.18 KB | ||
| 09. Writing READMEs with Walter.html | 7.3 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt | 2.82 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt | 2.16 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4 | 13.17 MB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt | 2.4 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.zh-CN.vtt | 2.07 KB | ||
| 10. Interview with Art - Part 2.html | 7.05 KB | ||
| 11. Commit messages best practices.html | 9.35 KB | ||
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| 12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt | 538 B | ||
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| 13. Participating in open source projects-OxL-gMTizUA.ar.vtt | 768 B | ||
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| 13. Participating in open source projects-OxL-gMTizUA.mp4 | 2.77 MB | ||
| 13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt | 551 B | ||
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| 14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt | 5.33 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt | 4.1 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.mp4 | 25.04 MB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt | 4.56 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt | 3.67 KB | ||
| 14. Interview with Art - Part 3.html | 7.05 KB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt | 2.16 KB | ||
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| 15. Participating in open source projects 2-elZCLxVvJrY.mp4 | 3.3 MB | ||
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| 15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt | 1.3 KB | ||
| 15. Participating in open source projects 2.html | 7.15 KB | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt | 542 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.en.vtt | 419 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.mp4 | 2.45 MB | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt | 460 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt | 392 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt | 812 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt | 634 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 | 3.46 MB | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt | 705 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt | 556 B | ||
| 16. Starring interesting repositories.html | 8.45 KB | ||
| 17. Next Steps.html | 7.48 KB | ||
| Project Description - Optimize Your GitHub Profile.html | 9.51 KB | ||
| Project Rubric - Optimize Your GitHub Profile.html | 8.97 KB | ||
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| Part 03-Module 01-Lesson 01_Study Plan | |||
| 01. Study Plan.html | 6.63 KB | ||
| img | |||
| udacitylogo.jpg?042148 | 107.33 KB | ||
| index.html | 3.45 KB | ||
| Part 03-Module 01-Lesson 02_Introduction to Policy-Based Methods | |||
| 01. M3 L2 C01 V2-mMnhi8yzwKk.en.vtt | 3.84 KB | ||
| 01. M3 L2 C01 V2-mMnhi8yzwKk.mp4 | 4.23 MB | ||
| 01. Policy-Based Methods.html | 6 KB | ||
| 02. M3 L2 C02 V1-v8tGjlc2aG4.en.vtt | 2.63 KB | ||
| 02. M3 L2 C02 V1-v8tGjlc2aG4.mp4 | 2.69 MB | ||
| 02. Policy Function Approximation.html | 5.94 KB | ||
| 03. More on the Policy.html | 11.86 KB | ||
| 04. Hill Climbing.html | 7.15 KB | ||
| 04. M3 L2 C04 V3-5E86a0OyVyI.en.vtt | 5.77 KB | ||
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| 05. Hill Climbing Pseudocode.html | 7.42 KB | ||
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| 05. M3 L2 C05 V1-0XzzqIXyax0.mp4 | 1.5 MB | ||
| 06. Beyond Hill Climbing.html | 7.24 KB | ||
| 06. M2L3 04 V1-QicxmyE5vTo.en.vtt | 5.35 KB | ||
| 06. M2L3 04 V1-QicxmyE5vTo.mp4 | 21.03 MB | ||
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| 07. M3 L2 C07 V3-2poDljPvY58.en.vtt | 2.41 KB | ||
| 07. M3 L2 C07 V3-2poDljPvY58.mp4 | 2.07 MB | ||
| 07. More Black-Box Optimization.html | 7.56 KB | ||
| 08. Coding Exercise.html | 7.03 KB | ||
| 09. Workspace.html | 6.22 KB | ||
| 10. OpenAI Request for Research.html | 8.28 KB | ||
| 11. M2L3 02 V2-ToS8vXGdODE.en.vtt | 9.07 KB | ||
| 11. M2L3 02 V2-ToS8vXGdODE.mp4 | 32.51 MB | ||
| 11. M2L3 02 V2-ToS8vXGdODE.zh-CN.vtt | 8.11 KB | ||
| 11. Why Policy-Based Methods.html | 6.14 KB | ||
| 12. Summary.html | 9.65 KB | ||
| img | |||
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| screen-shot-2018-06-26-at-11.53.35-am.png | 1.14 MB | ||
| screen-shot-2018-06-28-at-6.46.54-pm.png | 134.55 KB | ||
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| Part 03-Module 01-Lesson 03_Policy Gradient Methods | |||
| 01. M3L3 C01 V3-ZEhQRASU5O4.en.vtt | 5.24 KB | ||
| 01. M3L3 C01 V3-ZEhQRASU5O4.mp4 | 7.4 MB | ||
| 01. What are Policy Gradient Methods.html | 9.07 KB | ||
| 02. M3L3 C02 V6-zoOgRoaxGiU.en.vtt | 4.33 KB | ||
| 02. M3L3 C02 V6-zoOgRoaxGiU.mp4 | 6.51 MB | ||
| 02. The Big Picture.html | 7.8 KB | ||
| 03. Connections to Supervised Learning.html | 6.64 KB | ||
| 03. M3L3 C03 V2-dJz_p4FKE-g.en.vtt | 4.42 KB | ||
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| 04. M3L3 C04 V2-St9ftvMQ_ks.en.vtt | 3.29 KB | ||
| 04. M3L3 C04 V2-St9ftvMQ_ks.mp4 | 4.26 MB | ||
| 04. Problem Setup.html | 7.26 KB | ||
| 05. M3L3 C05 V2-o6CI2q3IXEs.en.vtt | 9.17 KB | ||
| 05. M3L3 C05 V2-o6CI2q3IXEs.mp4 | 9.15 MB | ||
| 05. REINFORCE.html | 8.14 KB | ||
| 06. (Optional) Derivation.html | 11.83 KB | ||
| 07. Coding Exercise.html | 6.08 KB | ||
| 08. Workspace.html | 5.96 KB | ||
| 09. What's Next.html | 7.27 KB | ||
| 10. Summary.html | 9.3 KB | ||
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| grad-descent.gif | 8.3 MB | ||
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| screen-shot-2018-07-17-at-4.44.10-pm.png | 74.17 KB | ||
| screen-shot-2018-07-27-at-2.25.43-pm.png | 550.79 KB | ||
| index.html | 4.15 KB | ||
| Part 03-Module 01-Lesson 04_Proximal Policy Optimization | |||
| 01. Instructor Introduction-sokSgNtGj9Y.en.vtt | 1.29 KB | ||
| 01. Instructor Introduction-sokSgNtGj9Y.mp4 | 3.24 MB | ||
| 01. Instructor Introduction.html | 6.97 KB | ||
| 02. Lesson Preview.html | 7.37 KB | ||
| 02. Training an agent to play atari-pong!-w27mvWFBnvQ.mp4 | 337.4 KB | ||
| 03. Beyond REINFORCE.html | 7.48 KB | ||
| 04. Noise Reduction-GCGqT2knFJ0.en.vtt | 3.09 KB | ||
| 04. Noise Reduction-GCGqT2knFJ0.mp4 | 2.93 MB | ||
| 04. Noise Reduction.html | 9.03 KB | ||
| 05. Credit Assignment-tfZw1moB25Y.en.vtt | 1.56 KB | ||
| 05. Credit Assignment-tfZw1moB25Y.mp4 | 1.7 MB | ||
| 05. Credit Assignment.html | 8.13 KB | ||
| 06. Policy Gradient Quiz.html | 10.77 KB | ||
| 07. pong with REINFORCE (code walkthrough).html | 7.39 KB | ||
| 07. pong with REINFORCE walkthrough-eKIjPrQWIgg.mp4 | 17.37 MB | ||
| 08. pong with REINFORCE (workspace).html | 6.57 KB | ||
| 09. Importance Sampling-cYPvWriOPIk.en.vtt | 5.42 KB | ||
| 09. Importance Sampling-cYPvWriOPIk.mp4 | 5.69 MB | ||
| 09. Importance Sampling.html | 10.63 KB | ||
| 10. PPO Part 1 The Surrogate Function-Y-boYZlpO7g.en.vtt | 3.22 KB | ||
| 10. PPO Part 1 The Surrogate Function-Y-boYZlpO7g.mp4 | 3.27 MB | ||
| 10. PPO part 1- The Surrogate Function.html | 9.31 KB | ||
| 11. PPO Part 2 Clipping Policy Updates-NRzjGGX6c34.en.vtt | 5.72 KB | ||
| 11. PPO Part 2 Clipping Policy Updates-NRzjGGX6c34.mp4 | 5.27 MB | ||
| 11. PPO part 2- Clipping Policy Updates.html | 11.66 KB | ||
| 12. PPO summary.html | 7.06 KB | ||
| 12. TLPPO Summary V1-qRAUAAWA_kc.en.vtt | 1.29 KB | ||
| 12. TLPPO Summary V1-qRAUAAWA_kc.mp4 | 1.23 MB | ||
| 13. Pong with PPO walkthrough-XhfhR7Z01S0.mp4 | 8.34 MB | ||
| 13. pong with PPO (code walkthrough).html | 7.16 KB | ||
| 14. pong with PPO (workspace).html | 6.56 KB | ||
| img | |||
| clipped-surrogate-explained.png | 50.12 KB | ||
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| policy-reward-cliff.png | 50.69 KB | ||
| index.html | 4.63 KB | ||
| Part 03-Module 01-Lesson 05_Actor-Critic Methods | |||
| 01. Introduction.html | 7.83 KB | ||
| 01. M3L501 Introduction HS 1 V1-_OHo1pEaJcQ.mp4 | 8.05 MB | ||
| 02. M3 L5 02 Motivation V1-dpFPlDtdxyQ.mp4 | 6.46 MB | ||
| 02. Motivation.html | 6.54 KB | ||
| 03. Bias and Variance.html | 6.58 KB | ||
| 03. M3 L5 03 Bias And Variance V2-_vnkkwm46uU.mp4 | 5.69 MB | ||
| 04. M3 L5 04 Two Ways For Estimating Expected Returns V3-2W6yIBDvfsQ.mp4 | 5.84 MB | ||
| 04. Two Ways for Estimating Expected Returns.html | 6.71 KB | ||
| 05. Baselines and Critics.html | 7.38 KB | ||
| 05. M3 L5 05 Baselines And Critics V1-wqmqoiUuQHI.mp4 | 14.04 MB | ||
| 06. M3 L5 06 Policybased Valuebased And ActorCritic V1-iyin896PNEc.mp4 | 16.85 MB | ||
| 06. Policy-based, Value-Based, and Actor-Critic.html | 6.72 KB | ||
| 07. A Basic Actor-Critic Agent.html | 8.62 KB | ||
| 07. M3 L5 07 A Basic ActorCritic Agent V2-KdHQ24hBKho.mp4 | 3.95 MB | ||
| 08. A3C Asynchronous Advantage Actor-Critic, N-step.html | 6.77 KB | ||
| 08. M3 L5 08 A3C Asynchronous Advantage ActorCritic V2-twNXFplIAP8.mp4 | 14.97 MB | ||
| 09. A3C Asynchronous Advantage Actor-Critic, Parallel Training.html | 6.82 KB | ||
| 09. M3 L5 09 A3C Asynchronous Advantage ActorCritic Parallel Training V2-kKRbAKhjACo.mp4 | 3.77 MB | ||
| 10. A3C Asynchronous Advantage Actor-Critic, Off- vs On-policy.html | 7.05 KB | ||
| 10. M3 L5 10 A3C Asynchronous Advantage ActorCritic Offpolicy Vs Onpolicy V1-AZiy5R0DESU.mp4 | 23.31 MB | ||
| 11. A2C Advantage Actor-Critic.html | 6.63 KB | ||
| 11. M3 L5 11 A2C Advantage ActorCritic V2-fIWe3xA97DA.mp4 | 3.62 MB | ||
| 12. A2C Code Walk-through.html | 6.56 KB | ||
| 12. A2c Export V1-LiUBJje2N0c.mp4 | 38.55 MB | ||
| 13. GAE Generalized Advantage Estimation.html | 6.91 KB | ||
| 13. M3 L5 13 GAE Generalized Advantage Estimation V2-oLFocWp0dt0.mp4 | 11.33 MB | ||
| 14. DDPG Deep Deterministic Policy Gradient, Continuous Actions.html | 7.34 KB | ||
| 14. M3 L5 14 DDPG Deep Deterministic Policy Gradient Continuous Actionspace V1-0NVOPIyrr98.mp4 | 7.85 MB | ||
| 15. DDPG Deep Deterministic Policy Gradient, Soft Updates.html | 6.79 KB | ||
| 15. M3 L5 15 DDPG Deep Deterministic Policy Gradient Soft Updates V1-RT-HDnAVe9o.mp4 | 6.62 MB | ||
| 16. DDPG Code Walk-through.html | 6.57 KB | ||
| 16. DDPG Export V1-08V9r3NgFSE.mp4 | 30.37 MB | ||
| 17. M3L517 Summary HS 1 V1-rRuiMhijw_s.mp4 | 8.09 MB | ||
| 17. Summary.html | 7.18 KB | ||
| index.html | 5.18 KB | ||
| Part 03-Module 01-Lesson 06_Deep RL for Finance (Optional) | |||
| 01. Introduction.html | 5.83 KB | ||
| 01. M3L601 Introduction HS V1-Nn1PblFSnP8.mp4 | 2.99 MB | ||
| 02. High Frequency Trading.html | 5.88 KB | ||
| 02. M3L602 High Frequency Trading HFT RENDER V2-oM1zZdZ-8fE.mp4 | 9.6 MB | ||
| 03. Challenges of Supervised Learning.html | 5.92 KB | ||
| 03. M3L603 Challenges Of Supervised Learning RENDER V1-_hAPnbDtteM.mp4 | 9.82 MB | ||
| 04. Advantages of RL for Trading.html | 5.93 KB | ||
| 04. M3L04 Advantages Of Reinforcemnt Learning For Trading RENDER V1-rqHL4BZocI8.mp4 | 10.36 MB | ||
| 05. M3L606 Optimization SC PT1 V1-6NiRtFyA2DU.mp4 | 1.83 MB | ||
| 05. Optimal Liquidation Problem - Part 1 - Introduction.html | 5.91 KB | ||
| 06. M3L607 Optimization SC PT2 V1-JzL66ZbTC9U.mp4 | 2.11 MB | ||
| 06. Optimal Liquidation Problem - Part 2 - Market Impact.html | 5.91 KB | ||
| 07. M3L608 Optimization SC PT3 V1-3pN77gMg788.mp4 | 2.97 MB | ||
| 07. Optimal Liquidation Problem - Part 3 - Price Model.html | 5.91 KB | ||
| 08. M3L609 Optimization SC PT4 V2-N2LP-wg1jEI.mp4 | 7.44 MB | ||
| 08. Optimal Liquidation Problem - Part 4 - Expected Shortfall.html | 5.92 KB | ||
| 09. Almgren and Chriss Model.html | 6.83 KB | ||
| 09. M3L610 Almgren And Chriss Model SC V1-rokcEQ4LXbU.mp4 | 8.65 MB | ||
| 10. M3L611 Trading Lists SC V1-cGT-ADpHR74.mp4 | 9.04 MB | ||
| 10. Trading Lists.html | 6.79 KB | ||
| 11. M3L612 The Efficient Frontier V1-EwM7Ksbs-ds.mp4 | 8.25 MB | ||
| 11. The Efficient Frontier.html | 6.82 KB | ||
| 12. DRL for Optimal Execution of Portfolio Transactions.html | 6.65 KB | ||
| index.html | 4.72 KB | ||
| Part 03-Module 01-Lesson 07_Continuous Control | |||
| 01. Unity ML-Agents.html | 7.42 KB | ||
| 02. The Environment - Introduction.html | 9.59 KB | ||
| 03. The Environment - Real World.html | 7.74 KB | ||
| 04. The Environment - Explore.html | 11.53 KB | ||
| 04. Untitled-i2gVvXgOMnc.mp4 | 2.16 MB | ||
| 05. Project Instructions.html | 8.06 KB | ||
| 06. Benchmark Implementation.html | 11.99 KB | ||
| 07. Not sure where to start.html | 8.61 KB | ||
| 08. General Advice.html | 7.54 KB | ||
| 09. Collaborate!.html | 8.34 KB | ||
| 10. Workspace.html | 6.38 KB | ||
| 11. (Optional) Challenge Crawl.html | 8.92 KB | ||
| Project Description - Continuous Control.html | 8.43 KB | ||
| Project Rubric - Continuous Control.html | 9.72 KB | ||
| img | |||
| 2018-02-27-16-05-37.gif | 1.31 MB | ||
| 849-1234251683jkyt.jpg?042148 | 161.07 KB | ||
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| image8.gif | 26.54 MB | ||
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| reacher.gif | 3.98 MB | ||
| screen-shot-2018-05-02-at-4.56.45-pm.png | 76.6 KB | ||
| screen-shot-2018-05-03-at-9.10.50-am.png | 86.98 KB | ||
| screen-shot-2018-07-11-at-11.19.56-am.png | 224.55 KB | ||
| udacitylogo.jpg?042148 | 107.33 KB | ||
| unity-wide.png | 26.71 KB | ||
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| index.html | 4.5 KB | ||
| Part 03-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn | |||
| 01. Get Opportunities with LinkedIn.html | 10.47 KB | ||
| 01. Why Network-exjEm9Paszk.ar.vtt | 5.14 KB | ||
| 01. Why Network-exjEm9Paszk.en.vtt | 3.4 KB | ||
| 01. Why Network-exjEm9Paszk.es-MX.vtt | 3.2 KB | ||
| 01. Why Network-exjEm9Paszk.mp4 | 17.37 MB | ||
| 01. Why Network-exjEm9Paszk.pt-BR.vtt | 3.2 KB | ||
| 01. Why Network-exjEm9Paszk.zh-CN.vtt | 3.29 KB | ||
| 02. Meet Chris-0ccflD9x5WU.ar.vtt | 6.32 KB | ||
| 02. Meet Chris-0ccflD9x5WU.en.vtt | 4.89 KB | ||
| 02. Meet Chris-0ccflD9x5WU.es-MX.vtt | 4.52 KB | ||
| 02. Meet Chris-0ccflD9x5WU.mp4 | 32.54 MB | ||
| 02. Meet Chris-0ccflD9x5WU.pt-BR.vtt | 4.47 KB | ||
| 02. Meet Chris-0ccflD9x5WU.zh-CN.vtt | 4.41 KB | ||
| 02. Use Your Story to Stand Out.html | 7.91 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt | 5.13 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.en.vtt | 3.53 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt | 3.56 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.mp4 | 20.63 MB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt | 3.47 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt | 3.4 KB | ||
| 03. Why Use an Elevator Pitch.html | 6.53 KB | ||
| 04. Create Your Elevator Pitch.html | 7.53 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.ar.vtt | 2.28 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.en.vtt | 2.06 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt | 1.99 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.mp4 | 9.98 MB | ||
| 04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt | 1.94 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt | 1.99 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt | 2.19 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt | 1.94 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt | 1.43 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 | 8.93 MB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt | 1.4 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt | 1.74 KB | ||
| 05. Use Your Elevator Pitch on LinkedIn.html | 8.98 KB | ||
| 06. Create Your Profile With SEO In Mind.html | 8.72 KB | ||
| 07. Profile Essentials.html | 10.5 KB | ||
| 08. Work Experiences Accomplishments.html | 8.96 KB | ||
| 09. Build and Strengthen Your Network.html | 9.87 KB | ||
| 10. Reaching Out on LinkedIn.html | 8.61 KB | ||
| 11. Boost Your Visibility.html | 7.86 KB | ||
| 12. Up Next.html | 7.4 KB | ||
| Project Description - Improve Your LinkedIn Profile.html | 7.44 KB | ||
| Project Rubric - Improve Your LinkedIn Profile.html | 15.74 KB | ||
| img | |||
| profile-pics.jpg?042148 | 595.62 KB | ||
| redacted-linkedinresults.png | 230.77 KB | ||
| screen-shot-2018-02-23-at-5.00.25-pm.png | 754.27 KB | ||
| screen-shot-2018-02-23-at-5.11.40-pm.png | 200.67 KB | ||
| screen-shot-2018-09-21-at-11.36.43-am.png | 1.67 MB | ||
| screen-shot-2018-09-21-at-12.02.03-pm.png | 56.19 KB | ||
| speaking.png | 17.08 KB | ||
| index.html | 4.82 KB | ||
| media | |||
| unnamed-project-desc-0.gif | 94.58 KB | ||
| unnamed-project-desc-1.gif | 19.15 KB | ||
| Part 04-Module 01-Lesson 01_Study Plan | |||
| 01. Study Plan.html | 5.96 KB | ||
| img | |||
| udacitylogo.jpg?042148 | 107.33 KB | ||
| index.html | 3.45 KB | ||
| Part 04-Module 01-Lesson 02_Introduction to Multi-Agent RL | |||
| 01. Introducing Chhavi.html | 6.03 KB | ||
| 01. M4 L2 C01 Introducing Chhavi HS V1-imuw8tOMed4.en.vtt | 500 B | ||
| 01. M4 L2 C01 Introducing Chhavi HS V1-imuw8tOMed4.mp4 | 774.91 KB | ||
| 02. Introduction to Multi-Agent Systems.html | 6.1 KB | ||
| 02. M4 L2 C02 Introduction To Multi Agent Systems V1-ra-w63kzq6I.en.vtt | 1.83 KB | ||
| 02. M4 L2 C02 Introduction To Multi Agent Systems V1-ra-w63kzq6I.mp4 | 4 MB | ||
| 03. M4 L2 C03 Motivation For Multi Agent Systems V1-i_s22qgQYL4.en.vtt | 2.19 KB | ||
| 03. M4 L2 C03 Motivation For Multi Agent Systems V1-i_s22qgQYL4.mp4 | 4.61 MB | ||
| 03. Motivation for Multi-Agent Systems.html | 6.1 KB | ||
| 04. Applications of Multi-Agent Systems.html | 6.1 KB | ||
| 04. M4 L2 C04 Applications Of Multi Agent Systems V2-fw0G_gSDm6Q.en.vtt | 1.55 KB | ||
| 04. M4 L2 C04 Applications Of Multi Agent Systems V2-fw0G_gSDm6Q.mp4 | 2.73 MB | ||
| 05. Benefits of Multi-Agent Systems.html | 6.08 KB | ||
| 05. M4 L2 C05 Benefits Of Multi Agent Systems V2-NXDv9cEZTaw.en.vtt | 2.05 KB | ||
| 05. M4 L2 C05 Benefits Of Multi Agent Systems V2-NXDv9cEZTaw.mp4 | 4.75 MB | ||
| 06. M4 L2 C06 Markov Games 2 V1-Y9qq4Jqnwls.en.vtt | 3.25 KB | ||
| 06. M4 L2 C06 Markov Games 2 V1-Y9qq4Jqnwls.mp4 | 4.65 MB | ||
| 06. Markov Games.html | 6 KB | ||
| 07. Markov Games.html | 6.65 KB | ||
| 08. Approaches to MARL.html | 6.02 KB | ||
| 08. M4 L2 C07 Approaches To MARL V1-uKV9AJykin0.en.vtt | 2.76 KB | ||
| 08. M4 L2 C07 Approaches To MARL V1-uKV9AJykin0.mp4 | 5.06 MB | ||
| 09. Cooperation, Competition, Mixed Environments.html | 6.15 KB | ||
| 09. M4 L2 C08 Cooperation Competition Mixed Environments A V1-vx6PIH5_oFg.en.vtt | 2 KB | ||
| 09. M4 L2 C08 Cooperation Competition Mixed Environments A V1-vx6PIH5_oFg.mp4 | 5.87 MB | ||
| 10. M4 L2 C09 Paper Description Part I HSAEG V1-nRKrQamUISs.en.vtt | 823 B | ||
| 10. M4 L2 C09 Paper Description Part I HSAEG V1-nRKrQamUISs.mp4 | 2.27 MB | ||
| 10. Research Topics.html | 6.05 KB | ||
| 11. M4 L2 C10a Paper Description Part II V1-Ks9-TeCg3Fs.en.vtt | 1.24 KB | ||
| 11. M4 L2 C10a Paper Description Part II V1-Ks9-TeCg3Fs.mp4 | 2.89 MB | ||
| 11. Paper Description, Part 1.html | 6.6 KB | ||
| 12. M4 L2 C10b Paper Description Part II V2-4hFAhtLJR5U.en.vtt | 1.84 KB | ||
| 12. M4 L2 C10b Paper Description Part II V2-4hFAhtLJR5U.mp4 | 2.58 MB | ||
| 12. Paper Description, Part 2.html | 6.06 KB | ||
| 13. M4 L2 C11 Summary HS V1-yGPHGYHqjq8.en.vtt | 1.59 KB | ||
| 13. M4 L2 C11 Summary HS V1-yGPHGYHqjq8.mp4 | 4.2 MB | ||
| 13. Summary.html | 5.97 KB | ||
| 14. Lab Instructions.html | 8.85 KB | ||
| 15. MADDPG - Lab.html | 6.99 KB | ||
| index.html | 4.69 KB | ||
| Part 04-Module 01-Lesson 03_Case Study AlphaZero | |||
| 01. Alpha Zero Preview-Zzc1XJ1aJ-4.en.vtt | 2.31 KB | ||
| 01. Alpha Zero Preview-Zzc1XJ1aJ-4.mp4 | 6.76 MB | ||
| 01. AlphaZero Preview.html | 7.67 KB | ||
| 02. Zero-Sum Game-uPw1dHVqdXQ.en.vtt | 4.95 KB | ||
| 02. Zero-Sum Game-uPw1dHVqdXQ.mp4 | 4.86 MB | ||
| 02. Zero-Sum Game.html | 5.62 KB | ||
| 03. Monte Carlo Tree Search 1 - Random Sampling-wn2B3j_Qz6E.en.vtt | 6.21 KB | ||
| 03. Monte Carlo Tree Search 1 - Random Sampling-wn2B3j_Qz6E.mp4 | 6.31 MB | ||
| 03. Monte Carlo Tree Search 1 - Random Sampling.html | 5.83 KB | ||
| 04. Monte Carlo Tree Search 2 - Expansion and Back-propagation-H34Wtk1iNDY.en.vtt | 6.04 KB | ||
| 04. Monte Carlo Tree Search 2 - Expansion and Back-propagation-H34Wtk1iNDY.mp4 | 6.78 MB | ||
| 04. Monte Carlo Tree Search 2 - Expansion and Back-propagation.html | 5.93 KB | ||
| 05. AlphaZero 1 Guided Tree Search-LinuRy47xbw.en.vtt | 7.26 KB | ||
| 05. AlphaZero 1 Guided Tree Search-LinuRy47xbw.mp4 | 8.02 MB | ||
| 05. AlphaZero 1 Guided Tree Search.html | 5.74 KB | ||
| 06. Alpha Zero 2 Self-Play Training-wl1qfPXqRuQ.en.vtt | 4.74 KB | ||
| 06. Alpha Zero 2 Self-Play Training-wl1qfPXqRuQ.mp4 | 5.14 MB | ||
| 06. AlphaZero 2 Self-Play Training.html | 5.75 KB | ||
| 07. Alphazero python classes walkthrough-hKnBQvtJ_zQ.en.vtt | 13.43 KB | ||
| 07. Alphazero python classes walkthrough-hKnBQvtJ_zQ.mp4 | 26.9 MB | ||
| 07. TicTacToe using AlphaZero - notebook walkthrough-uUFuBscf98I.en.vtt | 20.05 KB | ||
| 07. TicTacToe using AlphaZero - notebook walkthrough-uUFuBscf98I.mp4 | 29.33 MB | ||
| 07. TicTacToe using AlphaZero - walkthrough.html | 6.36 KB | ||
| 08. TicTacToe using AlphaZero - Workspace.html | 6.2 KB | ||
| 09. Advanced TicTacToe using AlphaZero.html | 7.05 KB | ||
| 09. Alphazero advanced tictactoe walkthrough-MOIk_BbCjRw.en.vtt | 8.69 KB | ||
| 09. Alphazero advanced tictactoe walkthrough-MOIk_BbCjRw.mp4 | 14.23 MB | ||
| index.html | 4.36 KB | ||
| Part 04-Module 01-Lesson 04_Collaboration and Competition | |||
| 01. Unity ML-Agents.html | 7.16 KB | ||
| 02. The Environment - Introduction.html | 7.81 KB | ||
| 03. The Environment - Explore.html | 10.52 KB | ||
| 03. Untitled-kxDvrkg8ep0.mp4 | 1.48 MB | ||
| 04. Project Instructions.html | 7.8 KB | ||
| 05. Benchmark Implementation.html | 7.66 KB | ||
| 06. Collaborate!.html | 8.09 KB | ||
| 07. Workspace.html | 6.13 KB | ||
| 08. (Optional) Challenge Play Soccer.html | 8.62 KB | ||
| Project Description - Collaboration and Competition.html | 7.49 KB | ||
| Project Rubric - Collaboration and Competition.html | 9.29 KB | ||
| img | |||
| 2018-02-27-16-05-37.gif | 1.31 MB | ||
| 849-1234251683jkyt.jpg?042148 | 161.07 KB | ||
| screen-shot-2018-08-16-at-4.37.07-pm.png | 301.62 KB | ||
| soccer.png | 801.98 KB | ||
| tennis.png | 120.36 KB | ||
| unity-wide.png | 26.71 KB | ||
| we-can-do-it-poster-1393770492mjo.jpg?042148 | 380.95 KB | ||
| index.html | 4.33 KB | ||
| Part 05-Module 01-Lesson 01_Dynamic Programming | |||
| 01. Introduction-ek2PD9RDrWw.en.vtt | 1.04 KB | ||
| 01. Introduction-ek2PD9RDrWw.mp4 | 6.18 MB | ||
| 01. Introduction-ek2PD9RDrWw.pt-BR.vtt | 1.09 KB | ||
| 01. Introduction-ek2PD9RDrWw.zh-CN.vtt | 883 B | ||
| 01. Introduction.html | 7.98 KB | ||
| 02. OpenAI Gym FrozenLakeEnv.html | 10.42 KB | ||
| 03. Your Workspace.html | 9.92 KB | ||
| 04. Another Gridworld Example-n9SbomnLb-U.en.vtt | 2.04 KB | ||
| 04. Another Gridworld Example-n9SbomnLb-U.mp4 | 4.69 MB | ||
| 04. Another Gridworld Example-n9SbomnLb-U.pt-BR.vtt | 2.16 KB | ||
| 04. Another Gridworld Example-n9SbomnLb-U.zh-CN.vtt | 1.65 KB | ||
| 04. Another Gridworld Example.html | 7.91 KB | ||
| 05. An Iterative Method, Part 1.html | 7.4 KB | ||
| 05. An Iterative Method-AX-hG3KvwzY.en.vtt | 7.5 KB | ||
| 05. An Iterative Method-AX-hG3KvwzY.mp4 | 27.57 MB | ||
| 05. An Iterative Method-AX-hG3KvwzY.pt-BR.vtt | 8.24 KB | ||
| 05. An Iterative Method-AX-hG3KvwzY.zh-CN.vtt | 6.27 KB | ||
| 06. An Iterative Method, Part 2.html | 13.32 KB | ||
| 07. Quiz An Iterative Method.html | 11.56 KB | ||
| 08. Iterative Policy Evaluation-eDXIL_oOJHI.en.vtt | 7.33 KB | ||
| 08. Iterative Policy Evaluation-eDXIL_oOJHI.mp4 | 26.59 MB | ||
| 08. Iterative Policy Evaluation-eDXIL_oOJHI.pt-BR.vtt | 7.42 KB | ||
| 08. Iterative Policy Evaluation-eDXIL_oOJHI.zh-CN.vtt | 6.02 KB | ||
| 08. Iterative Policy Evaluation.html | 7.44 KB | ||
| 09. Implementation.html | 12.75 KB | ||
| 10. Mini Project DP (Parts 0 and 1).html | 7.81 KB | ||
| 11. Action Values.html | 12.16 KB | ||
| 12. Implementation.html | 9.1 KB | ||
| 13. Mini Project DP (Part 2).html | 7.79 KB | ||
| 14. Policy Improvement-4_adUEK0IHg.en.vtt | 8.1 KB | ||
| 14. Policy Improvement-4_adUEK0IHg.mp4 | 30.38 MB | ||
| 14. Policy Improvement-4_adUEK0IHg.pt-BR.vtt | 8.94 KB | ||
| 14. Policy Improvement-4_adUEK0IHg.zh-CN.vtt | 6.9 KB | ||
| 14. Policy Improvement.html | 7.37 KB | ||
| 15. Implementation.html | 9.78 KB | ||
| 16. Mini Project DP (Part 3).html | 7.79 KB | ||
| 17. Policy Iteration-gqv7o1kBDc0.en.vtt | 2.08 KB | ||
| 17. Policy Iteration-gqv7o1kBDc0.mp4 | 8.14 MB | ||
| 17. Policy Iteration-gqv7o1kBDc0.pt-BR.vtt | 2.37 KB | ||
| 17. Policy Iteration-gqv7o1kBDc0.zh-CN.vtt | 1.75 KB | ||
| 17. Policy Iteration.html | 7.36 KB | ||
| 18. Implementation.html | 8.26 KB | ||
| 19. Mini Project DP (Part 4).html | 7.79 KB | ||
| 20. Truncated Policy Iteration-a-RvCxlPMho.en.vtt | 3.39 KB | ||
| 20. Truncated Policy Iteration-a-RvCxlPMho.mp4 | 14.13 MB | ||
| 20. Truncated Policy Iteration-a-RvCxlPMho.pt-BR.vtt | 3.74 KB | ||
| 20. Truncated Policy Iteration-a-RvCxlPMho.zh-CN.vtt | 2.9 KB | ||
| 20. Truncated Policy Iteration.html | 7.43 KB | ||
| 21. Implementation.html | 9.86 KB | ||
| 22. Mini Project DP (Part 5).html | 7.79 KB | ||
| 23. Value Iteration-XNeQn8N36y8.en.vtt | 4.18 KB | ||
| 23. Value Iteration-XNeQn8N36y8.mp4 | 15.65 MB | ||
| 23. Value Iteration-XNeQn8N36y8.pt-BR.vtt | 4.47 KB | ||
| 23. Value Iteration-XNeQn8N36y8.zh-CN.vtt | 3.42 KB | ||
| 23. Value Iteration.html | 7.35 KB | ||
| 24. Implementation.html | 10.11 KB | ||
| 25. Mini Project DP (Part 6).html | 7.79 KB | ||
| 26. Check Your Understanding.html | 10.61 KB | ||
| 27. Summary.html | 13.88 KB | ||
| img | |||
| actionvalue.png | 628.42 KB | ||
| est-action.png | 150.55 KB | ||
| frozen-lake-6.jpg?042148 | 1.5 MB | ||
| improve.png | 124.46 KB | ||
| iteration.png | 241.36 KB | ||
| policy-eval.png | 259.66 KB | ||
| screen-shot-2017-09-26-at-11.03.16-pm.png | 259.66 KB | ||
| screen-shot-2017-09-26-at-2.18.38-pm.png | 405.83 KB | ||
| screen-shot-2017-09-26-at-4.22.09-pm.png | 219.33 KB | ||
| screen-shot-2017-10-02-at-10.41.44-am.png | 12.87 KB | ||
| screen-shot-2017-12-17-at-9.41.03-am.png | 158.23 KB | ||
| statevalue.png | 1000.89 KB | ||
| truncated-eval.png | 225.19 KB | ||
| truncated-iter.png | 274 KB | ||
| value-iteration.png | 381.24 KB | ||
| index.html | 5.54 KB | ||
| Part 06-Module 01-Lesson 01_Neural Networks | |||
| 01. Introducing Luis.html | 6.89 KB | ||
| 02. Why Neural Networks-zAkzOZntK6Y.en.vtt | 1.38 KB | ||
| 02. Why Neural Networks-zAkzOZntK6Y.mp4 | 982.27 KB | ||
| 02. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt | 1.27 KB | ||
| 02. Why Neural Networks-zAkzOZntK6Y.zh-CN.vtt | 1.18 KB | ||
| 02. Why Neural Networks.html | 6.48 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt | 3.02 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 | 2.83 MB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt | 3.34 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt | 2.76 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.en.vtt | 5.29 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.mp4 | 4.73 MB | ||
| 03. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt | 5.29 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt | 4.61 KB | ||
| 03. Layers-pg99FkXYK0M.en.vtt | 3.4 KB | ||
| 03. Layers-pg99FkXYK0M.mp4 | 3.11 MB | ||
| 03. Layers-pg99FkXYK0M.pt-BR.vtt | 3.29 KB | ||
| 03. Layers-pg99FkXYK0M.zh-CN.vtt | 3.04 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.en.vtt | 2.08 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.mp4 | 1.88 MB | ||
| 03. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt | 2.12 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt | 1.82 KB | ||
| 03. Neural Network Architecture.html | 11.1 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt | 6.17 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 | 5.33 MB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt | 6.76 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt | 5.33 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt | 1.97 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 | 1.72 MB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt | 2.12 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt | 1.69 KB | ||
| 04. Feedforward.html | 7.73 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.en.vtt | 7.21 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.mp4 | 6.52 MB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt | 7.17 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt | 6.39 KB | ||
| 05. Backpropagation.html | 10.55 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt | 3.41 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 | 3.31 MB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt | 3.44 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt | 2.88 KB | ||
| 05. Chain Rule-YAhIBOnbt54.en.vtt | 1.65 KB | ||
| 05. Chain Rule-YAhIBOnbt54.mp4 | 1.46 MB | ||
| 05. Chain Rule-YAhIBOnbt54.pt-BR.vtt | 1.73 KB | ||
| 05. Chain Rule-YAhIBOnbt54.zh-CN.vtt | 1.42 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt | 6.16 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 | 5.69 MB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt | 6.5 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt | 5.05 KB | ||
| 06. Training Optimization-UiGKhx9pUYc.en.vtt | 824 B | ||
| 06. Training Optimization-UiGKhx9pUYc.mp4 | 2.96 MB | ||
| 06. Training Optimization-UiGKhx9pUYc.pt-BR.vtt | 874 B | ||
| 06. Training Optimization-UiGKhx9pUYc.zh-CN.vtt | 840 B | ||
| 06. Training Optimization.html | 6.48 KB | ||
| 07. Testing-EeBZpb-PSac.en.vtt | 2.41 KB | ||
| 07. Testing-EeBZpb-PSac.mp4 | 2 MB | ||
| 07. Testing-EeBZpb-PSac.pt-BR.vtt | 2.37 KB | ||
| 07. Testing-EeBZpb-PSac.zh-CN.vtt | 1.99 KB | ||
| 07. Testing.html | 6.38 KB | ||
| 08. Overfitting and Underfitting.html | 6.53 KB | ||
| 08. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt | 7.49 KB | ||
| 08. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 | 6.42 MB | ||
| 08. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt | 8.15 KB | ||
| 08. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt | 6.54 KB | ||
| 09. Early Stopping.html | 6.47 KB | ||
| 09. Model Complexity Graph-NnS0FJyVcDQ.en.vtt | 5.32 KB | ||
| 09. Model Complexity Graph-NnS0FJyVcDQ.mp4 | 4.9 MB | ||
| 09. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt | 5.52 KB | ||
| 09. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt | 4.65 KB | ||
| 10. DL 53 Q Regularization-KxROxcRsHL8.en.vtt | 1.15 KB | ||
| 10. DL 53 Q Regularization-KxROxcRsHL8.mp4 | 1.01 MB | ||
| 10. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt | 1.16 KB | ||
| 10. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt | 1.02 KB | ||
| 10. Regularization.html | 7.5 KB | ||
| 11. Regularization 2.html | 6.43 KB | ||
| 11. Regularization-ndYnUrx8xvs.en.vtt | 8.07 KB | ||
| 11. Regularization-ndYnUrx8xvs.mp4 | 7.57 MB | ||
| 11. Regularization-ndYnUrx8xvs.pt-BR.vtt | 8.78 KB | ||
| 11. Regularization-ndYnUrx8xvs.zh-CN.vtt | 6.96 KB | ||
| 12. Dropout-Ty6K6YiGdBs.en.vtt | 4.71 KB | ||
| 12. Dropout-Ty6K6YiGdBs.mp4 | 4.22 MB | ||
| 12. Dropout-Ty6K6YiGdBs.pt-BR.vtt | 4.66 KB | ||
| 12. Dropout-Ty6K6YiGdBs.zh-CN.vtt | 4.06 KB | ||
| 12. Dropout.html | 6.38 KB | ||
| 13. Local Minima-gF_sW_nY-xw.en.vtt | 1.14 KB | ||
| 13. Local Minima-gF_sW_nY-xw.mp4 | 819.86 KB | ||
| 13. Local Minima-gF_sW_nY-xw.pt-BR.vtt | 1.05 KB | ||
| 13. Local Minima-gF_sW_nY-xw.zh-CN.vtt | 1.01 KB | ||
| 13. Local Minima.html | 6.42 KB | ||
| 14. Vanishing Gradient-W_JJm_5syFw.en.vtt | 1.46 KB | ||
| 14. Vanishing Gradient-W_JJm_5syFw.mp4 | 1.32 MB | ||
| 14. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt | 1.56 KB | ||
| 14. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt | 1.24 KB | ||
| 14. Vanishing Gradient.html | 6.46 KB | ||
| 15. Other Activation Functions-kA-1vUt6cvQ.en.vtt | 2.68 KB | ||
| 15. Other Activation Functions-kA-1vUt6cvQ.mp4 | 2.3 MB | ||
| 15. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt | 2.55 KB | ||
| 15. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt | 2.34 KB | ||
| 15. Other Activation Functions.html | 6.81 KB | ||
| 16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt | 4.64 KB | ||
| 16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 | 3.95 MB | ||
| 16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt | 4.63 KB | ||
| 16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt | 4.1 KB | ||
| 16. Batch vs Stochastic Gradient Descent.html | 6.58 KB | ||
| 17. Learning Rate Decay.html | 6.43 KB | ||
| 17. Learning Rate-TwJ8aSZoh2U.en.vtt | 1.12 KB | ||
| 17. Learning Rate-TwJ8aSZoh2U.mp4 | 927.05 KB | ||
| 17. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt | 1.26 KB | ||
| 17. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt | 1020 B | ||
| 18. Random Restart-idyBBCzXiqg.en.vtt | 466 B | ||
| 18. Random Restart-idyBBCzXiqg.mp4 | 394.99 KB | ||
| 18. Random Restart-idyBBCzXiqg.pt-BR.vtt | 478 B | ||
| 18. Random Restart-idyBBCzXiqg.zh-CN.vtt | 419 B | ||
| 18. Random Restart.html | 6.43 KB | ||
| 19. Momentum-r-rYz_PEWC8.en.vtt | 2.5 KB | ||
| 19. Momentum-r-rYz_PEWC8.mp4 | 2.14 MB | ||
| 19. Momentum-r-rYz_PEWC8.pt-BR.vtt | 2.7 KB | ||
| 19. Momentum-r-rYz_PEWC8.zh-CN.vtt | 2.21 KB | ||
| 19. Momentum.html | 6.39 KB | ||
| img | |||
| luis-circle.png | 1.04 MB | ||
| regularization-quiz.png | 87.9 KB | ||
| sigmoid-derivative.gif | 2.09 KB | ||
| index.html | 4.81 KB | ||
| Part 06-Module 01-Lesson 02_Convolutional Neural Networks | |||
| 01. Introducing Cezanne.html | 8.13 KB | ||
| 02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.en.vtt | 1.75 KB | ||
| 02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.mp4 | 5.03 MB | ||
| 02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.zh-CN.vtt | 1.53 KB | ||
| 02. Lesson Outline and Data.html | 9.65 KB | ||
| 03. CNN Architecture, VGG-16.html | 10.47 KB | ||
| 04. Convolutional Layers (Part 2)-LX-yVob3c28.en.vtt | 9.92 KB | ||
| 04. Convolutional Layers (Part 2)-LX-yVob3c28.mp4 | 19.85 MB | ||
| 04. Convolutional Layers (Part 2)-LX-yVob3c28.zh-CN.vtt | 8.59 KB | ||
| 04. Convolutional Layers.html | 7.59 KB | ||
| 05. Defining Layers in PyTorch.html | 10.79 KB | ||
| 06. Notebook Visualizing a Convolutional Layer.html | 8.12 KB | ||
| 07. Pooling, VGG-16 Architecture.html | 8.93 KB | ||
| 08. Pooling Layers-OkkIZNs7Cyc.en.vtt | 5.4 KB | ||
| 08. Pooling Layers-OkkIZNs7Cyc.mp4 | 5.82 MB | ||
| 08. Pooling Layers-OkkIZNs7Cyc.pt-BR.vtt | 5.81 KB | ||
| 08. Pooling Layers-OkkIZNs7Cyc.zh-CN.vtt | 4.64 KB | ||
| 08. Pooling Layers.html | 7.9 KB | ||
| 09. Notebook Visualizing a Pooling Layer.html | 8.1 KB | ||
| 10. Fully-Connected Layers, VGG-16.html | 10.7 KB | ||
| 11. Notebook Visualizing FashionMNIST.html | 8.1 KB | ||
| 12. Training in PyTorch.html | 10.02 KB | ||
| 13. Notebook Fashion MNIST Training Exercise.html | 8.11 KB | ||
| 14. Notebook FashionMNIST, Solution 1.html | 8.1 KB | ||
| 15. Dropout-Ty6K6YiGdBs.en.vtt | 4.71 KB | ||
| 15. Dropout-Ty6K6YiGdBs.mp4 | 4.22 MB | ||
| 15. Dropout-Ty6K6YiGdBs.pt-BR.vtt | 4.66 KB | ||
| 15. Dropout-Ty6K6YiGdBs.zh-CN.vtt | 4.06 KB | ||
| 15. Review Dropout.html | 10.36 KB | ||
| 15. 动量-r-rYz_PEWC8.en.vtt | 2.5 KB | ||
| 15. 动量-r-rYz_PEWC8.mp4 | 2.14 MB | ||
| 15. 动量-r-rYz_PEWC8.pt-BR.vtt | 2.7 KB | ||
| 15. 动量-r-rYz_PEWC8.zh-CN.vtt | 2.21 KB | ||
| 16. Notebook FashionMNIST, Solution 2.html | 8.1 KB | ||
| 17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.en.vtt | 2.91 KB | ||
| 17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.mp4 | 4.54 MB | ||
| 17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.zh-CN.vtt | 2.47 KB | ||
| 17. Feature Visualization.html | 7.62 KB | ||
| 18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.en.vtt | 1.9 KB | ||
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| 18. Feature Maps.html | 7.56 KB | ||
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| 19. First Convolutional Layer.html | 7.66 KB | ||
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| 21. Visualizing Activations.html | 8.02 KB | ||
| 22. Notebook Feature Viz for FashionMNIST.html | 8.11 KB | ||
| 23. Notebook Visualize Your Net Layers.html | 8.1 KB | ||
| 24. Last Feature Vector and t-SNE.html | 14.88 KB | ||
| 25. Occlusion, Saliency, and Guided Backpropagation.html | 12.39 KB | ||
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| Part 06-Module 01-Lesson 03_Deep Learning with PyTorch | |||
| 01. Introducing Mat.html | 6 KB | ||
| 02. Introducing PyTorch.html | 7.25 KB | ||
| 03. Part 1 V2-n4mbZYIfKb4.en.vtt | 10.47 KB | ||
| 03. Part 1 V2-n4mbZYIfKb4.mp4 | 13.81 MB | ||
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| 03. PyTorch Tensors.html | 6.56 KB | ||
| 04. Defining Networks.html | 6.58 KB | ||
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| 04. Py Part 2 V1-u50_ZyKqt8g.mp4 | 34.58 MB | ||
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| 05. Training Networks.html | 6.58 KB | ||
| 06. Fashion-MNIST Exercise.html | 6.61 KB | ||
| 06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt | 2.26 KB | ||
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| 07. Inference Validation.html | 6.59 KB | ||
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| 08. Py Part 6 V1-HiTih59dCWQ.en.vtt | 7.76 KB | ||
| 08. Py Part 6 V1-HiTih59dCWQ.mp4 | 15.94 MB | ||
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| 08. Saving and Loading Trained Networks.html | 6.5 KB | ||
| 09. Loading Data Sets with Torchvision.html | 6.63 KB | ||
| 09. PyTorch - Part 7-hFu7GTfRWks.en.vtt | 10.67 KB | ||
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| 10. Py Part 8 V1-3eqn5sgCOsY.mp4 | 24.88 MB | ||
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| 10. Transfer Learning.html | 6.58 KB | ||
| img | |||
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| Part 07-Module 01-Lesson 01_Cloud Computing | |||
| 01. Overview.html | 5.7 KB | ||
| 02. Create an AWS Account.html | 5.89 KB | ||
| 03. Get Access to GPU Instances.html | 8.57 KB | ||
| 04. Apply Credits.html | 6.66 KB | ||
| 05. Launch an Instance.html | 12.53 KB | ||
| 06. Login to the Instance.html | 6.91 KB | ||
| 07. Test the Instance.html | 7.12 KB | ||
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| Part 07-Module 01-Lesson 02_Udacity Workspaces | |||
| 01. Overview.html | 5.28 KB | ||
| 02. Introduction to Workspaces.html | 11.79 KB | ||
| 03. Workspaces Best Practices.html | 9.16 KB | ||
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| Part 08-Module 01-Lesson 01_C++ Getting Started | |||
| 01. Introduction-ahoiVrq4qAk.en.vtt | 1.6 KB | ||
| 01. Introduction-ahoiVrq4qAk.mp4 | 6.03 MB | ||
| 01. Introduction-ahoiVrq4qAk.zh-CN.vtt | 1.44 KB | ||
| 01. Introduction.html | 6.67 KB | ||
| 02. Lesson Overview C++-lR3PH3bL-9U.en.vtt | 1.91 KB | ||
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| 02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.en.vtt | 1.46 KB | ||
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| 03. Elecia White.html | 7.77 KB | ||
| 04. Why C++-_t4ZvwfnuCA.en.vtt | 2.67 KB | ||
| 04. Why C++-_t4ZvwfnuCA.mp4 | 11.98 MB | ||
| 04. Why C++-_t4ZvwfnuCA.zh-CN.vtt | 2.41 KB | ||
| 04. Why C++.html | 6.64 KB | ||
| 05. Python and C++ Comparison.html | 12.6 KB | ||
| 06. Static Vs Dynamic Typing-D7v6iIAORkE.en.vtt | 2.74 KB | ||
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| 06. Static vs Dynamic Typing.html | 6.74 KB | ||
| 07. C++ - A Statically Typed Language.html | 11.06 KB | ||
| 08. Basic Data Types.html | 10.24 KB | ||
| 09. Floating versus Double [demonstration].html | 11.6 KB | ||
| 10. Doubles Are Bigger-uhwTWgmM2iY.en.vtt | 1.36 KB | ||
| 10. Doubles Are Bigger-uhwTWgmM2iY.mp4 | 5.13 MB | ||
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| 10. Doubles are Bigger.html | 6.7 KB | ||
| 11. Common Errors and Error Messages.html | 14.41 KB | ||
| 12. C++ Functions.html | 10.05 KB | ||
| 13. Anatomy of a Function.html | 12.85 KB | ||
| 14. Multiple Outputs.html | 8.13 KB | ||
| 15. Two Functions Same Name-0ZF649G58l4.en.vtt | 1.52 KB | ||
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| 16. Function Signatures 1-T6kQ_4w98IQ.en.vtt | 2.6 KB | ||
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| 16. Function Signatures 1.html | 8.03 KB | ||
| 17. Function Signatures 2-Sx4AWTmXl2U.en.vtt | 1.56 KB | ||
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| 18. If and Boolean Logic.html | 17.37 KB | ||
| 19. While and For Loops.html | 12.13 KB | ||
| 20. Switch Statement.html | 13.37 KB | ||
| 21. Libraries.html | 12.62 KB | ||
| 22. Forge on!.html | 6.73 KB | ||
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| Part 08-Module 01-Lesson 02_C++ Vectors | |||
| 01. C++ Vectors.html | 9.84 KB | ||
| 02. Namespaces.html | 11.31 KB | ||
| 03. Python Lists vs. C++ Vectors.html | 6.48 KB | ||
| 04. Initializing Vector Values.html | 8.92 KB | ||
| 05. Vector Methods.html | 6.93 KB | ||
| 06. Vectors and For Loops.html | 11.48 KB | ||
| 07. Math and Vectors.html | 8.39 KB | ||
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| 09. 2D Vectors.html | 8.95 KB | ||
| 10. 2D Vectors and For Loops.html | 6.63 KB | ||
| 11. 2D Vector Playground.html | 8.88 KB | ||
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| Part 08-Module 01-Lesson 03_Practical C++ | |||
| 01. Introduction To Compilation-dyzGEB8YDGg.en.vtt | 4.74 KB | ||
| 01. Introduction To Compilation-dyzGEB8YDGg.mp4 | 7.96 MB | ||
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| 01. Introduction to Compilation.html | 7.55 KB | ||
| 02. Running Code Locally.html | 12.56 KB | ||
| 03. C++ Versions.html | 9.24 KB | ||
| 04. Structuring Functions and File Organization.html | 15.35 KB | ||
| 05. Input and Output.html | 6.78 KB | ||
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| 07. Outputting to Text Files.html | 7.79 KB | ||
| 08. Exercises.html | 7.79 KB | ||
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| Part 08-Module 01-Lesson 04_C++ Object Oriented Programming | |||
| 01. Introduction-4xHI5LFX-cQ.en.vtt | 1003 B | ||
| 01. Introduction-4xHI5LFX-cQ.mp4 | 4.28 MB | ||
| 01. Introduction-4xHI5LFX-cQ.zh-CN.vtt | 953 B | ||
| 01. Introduction.html | 7.58 KB | ||
| 02. Python vs. C++.html | 13.87 KB | ||
| 03. Why Use Object Oriented Programming-G2KzZfNu9Ak.en.vtt | 2.16 KB | ||
| 03. Why Use Object Oriented Programming-G2KzZfNu9Ak.mp4 | 10.64 MB | ||
| 03. Why Use Object Oriented Programming-G2KzZfNu9Ak.zh-CN.vtt | 1.95 KB | ||
| 03. Why use Object Oriented Programming.html | 6.7 KB | ||
| 04. Using a Class in C++ [Demo].html | 12.4 KB | ||
| 05. Explanation of the Main.cpp File.html | 9.57 KB | ||
| 06. Practice Using a Class.html | 13.52 KB | ||
| 07. Review Anatomy of a Class.html | 11.23 KB | ||
| 08. Other Facets of C++ Classes.html | 7.62 KB | ||
| 09. Private and Public.html | 14.6 KB | ||
| 10. Header Files.html | 12.69 KB | ||
| 11. Inclusion Guards.html | 22.82 KB | ||
| 12. Implement a Class.html | 6.95 KB | ||
| 13. Class Variables.html | 10.42 KB | ||
| 14. Class Function Declarations.html | 17.08 KB | ||
| 15. Constructor Functions.html | 15.77 KB | ||
| 16. Set and Get Functions.html | 13.46 KB | ||
| 17. Matrix Functions.html | 17.25 KB | ||
| 18. Use an Inclusion Guard.html | 12.25 KB | ||
| 19. Instantiate an Object.html | 16.12 KB | ||
| 20. Running your Program Locally.html | 7.1 KB | ||
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| Part 08-Module 02-Lesson 01_C++ Intro to Optimization | |||
| 01. Course Introduction-Lwc5oYApdUM.en.vtt | 1.23 KB | ||
| 01. Course Introduction-Lwc5oYApdUM.mp4 | 3.25 MB | ||
| 01. Course Introduction-Lwc5oYApdUM.zh-CN.vtt | 1.16 KB | ||
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| 02. C Opt 01 L V2-Kdx1_BI5ddc.en.vtt | 3.34 KB | ||
| 02. C Opt 01 L V2-Kdx1_BI5ddc.mp4 | 7.76 MB | ||
| 02. C Opt 01 L V2-Kdx1_BI5ddc.zh-CN.vtt | 2.98 KB | ||
| 02. Empathize with the Computer.html | 5.66 KB | ||
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| 07. Binary.html | 11.64 KB | ||
| 08. Demo Binary.html | 6.17 KB | ||
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| 10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.en.vtt | 4.03 KB | ||
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| 10. Memory and the CPU.html | 14.25 KB | ||
| 11. Demo Stack vs Heap.html | 6.18 KB | ||
| 12. C Opt 05 L V3-rTtZVyWxYG8.en.vtt | 2.34 KB | ||
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| Part 08-Module 02-Lesson 02_C++ Optimization Practice | |||
| 01. Introduction.html | 10.53 KB | ||
| 02. Software Development and Optimization.html | 12.59 KB | ||
| 03. Optimization Techniques.html | 12.95 KB | ||
| 04. Dead Code.html | 10.58 KB | ||
| 05. Exercise Remove Dead Code.html | 6.98 KB | ||
| 06. If Statements.html | 9.38 KB | ||
| 07. Exercise If Statements.html | 6.97 KB | ||
| 08. For Loops.html | 7.84 KB | ||
| 09. Exercise For Loops.html | 6.96 KB | ||
| 10. Intermediate Variables.html | 8.32 KB | ||
| 11. Exercise Intermediate Variables.html | 6.99 KB | ||
| 12. Vector Storage.html | 8.44 KB | ||
| 13. Exercise Vector Storage.html | 6.97 KB | ||
| 14. References.html | 9.98 KB | ||
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| 16. Sebastian's Synchronization Story.html | 6.46 KB | ||
| 17. Static Keyword.html | 9.33 KB | ||
| 18. Exercise Static Keyword.html | 6.97 KB | ||
| 19. Nd113 C L2 01 V1-h_P7ceb5ido.en.vtt | 770 B | ||
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| 19. Speed Challenge.html | 6.62 KB | ||
| index.html | 4.92 KB | ||
| ReadMe.txt | 428 B | ||
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| assets | |||
| css | |||
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| KaTeX_Main-Bold.woff2 | 29.9 KB | ||
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| KaTeX_Main-Regular.ttf | 68.43 KB | ||
| KaTeX_Main-Regular.woff | 38.52 KB | ||
| KaTeX_Main-Regular.woff2 | 32.09 KB | ||
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| KaTeX_Math-Italic.ttf | 40.48 KB | ||
| KaTeX_Math-Italic.woff | 23.26 KB | ||
| KaTeX_Math-Italic.woff2 | 19.95 KB | ||
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| KaTeX_SansSerif-Bold.woff | 18.72 KB | ||
| KaTeX_SansSerif-Bold.woff2 | 15.62 KB | ||
| KaTeX_SansSerif-Italic.ttf | 30.57 KB | ||
| KaTeX_SansSerif-Italic.woff | 17.7 KB | ||
| KaTeX_SansSerif-Italic.woff2 | 14.86 KB | ||
| KaTeX_SansSerif-Regular.ttf | 29.45 KB | ||
| KaTeX_SansSerif-Regular.woff | 16.39 KB | ||
| KaTeX_SansSerif-Regular.woff2 | 13.7 KB | ||
| KaTeX_Script-Regular.ttf | 24.28 KB | ||
| KaTeX_Script-Regular.woff | 13.53 KB | ||
| KaTeX_Script-Regular.woff2 | 11.99 KB | ||
| KaTeX_Size1-Regular.ttf | 12.86 KB | ||
| KaTeX_Size1-Regular.woff | 6.82 KB | ||
| KaTeX_Size1-Regular.woff2 | 5.69 KB | ||
| KaTeX_Size2-Regular.ttf | 12.12 KB | ||
| KaTeX_Size2-Regular.woff | 6.53 KB | ||
| KaTeX_Size2-Regular.woff2 | 5.43 KB | ||
| KaTeX_Size3-Regular.ttf | 8.16 KB | ||
| KaTeX_Size3-Regular.woff | 4.66 KB | ||
| KaTeX_Size3-Regular.woff2 | 3.77 KB | ||
| KaTeX_Size4-Regular.ttf | 11.02 KB | ||
| KaTeX_Size4-Regular.woff | 6.3 KB | ||
| KaTeX_Size4-Regular.woff2 | 5.06 KB | ||
| KaTeX_Typewriter-Regular.ttf | 35.46 KB | ||
| KaTeX_Typewriter-Regular.woff | 20.43 KB | ||
| KaTeX_Typewriter-Regular.woff2 | 17.13 KB | ||
| jquery.mCustomScrollbar.min.css | 41.83 KB | ||
| katex.min.css | 21.56 KB | ||
| plyr.css | 23.62 KB | ||
| styles.css | 3.76 KB | ||
| img | |||
| udacimak.png | 461.07 KB | ||
| js | |||
| bootstrap.min.js | 49.85 KB | ||
| jquery-3.3.1.min.js | 84.89 KB | ||
| jquery.mCustomScrollbar.concat.min.js | 44.41 KB | ||
| katex.min.js | 231.26 KB | ||
| plyr.polyfilled.min.js | 126.16 KB | ||
| index.html | 108.81 KB | ||
| Visit Coursedrive.net.url | 124 B |
Description
Udacity - Deep Reinforcement Learning Nanodegree Download
Download More Latest Courses Visit ==>> Course Drive 
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