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Berkeley Course on Artificial Intelligence [2012, ENG]
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Berkeley Course on Artificial Intelligence [2012, ENG] (Size: 2.95 GB)
| Lecture 0 Welcome to CS188x!.mp4 | 11.47 MB | ||
| Lecture 0 Welcome to CS188x!.srt | 1.92 KB | ||
| Lecture 1 Segment 1 Outline of Lecture 1.mp4 | 3 MB | ||
| Lecture 1 Segment 1 Outline of Lecture 1.srt | 502 B | ||
| Lecture 1 Segment 10 What can AI do Robotics.mp4 | 54.85 MB | ||
| Lecture 1 Segment 10 What can AI do Robotics.srt | 9.68 KB | ||
| Lecture 1 Segment 11 What can AI do Logic.mp4 | 6.87 MB | ||
| Lecture 1 Segment 11 What can AI do Logic.srt | 2.76 KB | ||
| Lecture 1 Segment 12 Game Playing.mp4 | 14.85 MB | ||
| Lecture 1 Segment 12 Game Playing.srt | 5.1 KB | ||
| Lecture 1 Segment 13 What can AI do Decision Making.mp4 | 10.04 MB | ||
| Lecture 1 Segment 13 What can AI do Decision Making.srt | 2.99 KB | ||
| Lecture 1 Segment 14 Designing Rational Agent.mp4 | 9.51 MB | ||
| Lecture 1 Segment 14 Designing Rational Agent.srt | 4.52 KB | ||
| Lecture 1 Segment 15 Pacman as an Agent.mp4 | 15.24 MB | ||
| Lecture 1 Segment 15 Pacman as an Agent.srt | 3.28 KB | ||
| Lecture 1 Segment 16 Course Topics.mp4 | 5.6 MB | ||
| Lecture 1 Segment 16 Course Topics.srt | 1.81 KB | ||
| Lecture 1 Segment 2 Sci-Fi AI.mp4 | 14.7 MB | ||
| Lecture 1 Segment 2 Sci-Fi AI.srt | 3.94 KB | ||
| Lecture 1 Segment 3 What is AI.mp4 | 22.63 MB | ||
| Lecture 1 Segment 3 What is AI.srt | 12.25 KB | ||
| Lecture 1 Segment 4 What about the brain.mp4 | 16.03 MB | ||
| Lecture 1 Segment 4 What about the brain.srt | 4.96 KB | ||
| Lecture 1 Segment 5 A (Short) History of AI.mp4 | 71.39 MB | ||
| Lecture 1 Segment 5 A (Short) History of AI.srt | 12.33 KB | ||
| Lecture 1 Segment 6 What can AI do.mp4 | 28.64 MB | ||
| Lecture 1 Segment 6 What can AI do.srt | 8.69 KB | ||
| Lecture 1 Segment 7 Unintentionally Funny Stories.mp4 | 27.45 MB | ||
| Lecture 1 Segment 7 Unintentionally Funny Stories.srt | 7.67 KB | ||
| Lecture 1 Segment 8 What can AI do Language.mp4 | 26.84 MB | ||
| Lecture 1 Segment 8 What can AI do Language.srt | 7.38 KB | ||
| Lecture 1 Segment 9 What can AI do Perception.mp4 | 26.99 MB | ||
| Lecture 1 Segment 9 What can AI do Perception.srt | 5.06 KB | ||
| Lecture 10 Segment 1 Reinforcement Learning.mp4 | 51.1 MB | ||
| Lecture 10 Segment 1 Reinforcement Learning.srt | 15.92 KB | ||
| Lecture 10 Segment 2 Model-Based Learning.mp4 | 31.13 MB | ||
| Lecture 10 Segment 2 Model-Based Learning.srt | 15.82 KB | ||
| Lecture 10 Segment 3 Passive Reinforcement Learning.mp4 | 45.31 MB | ||
| Lecture 10 Segment 3 Passive Reinforcement Learning.srt | 20.47 KB | ||
| Lecture 10 Segment 4 Model-Free Learning Sample Based - Temporal Difference Learning.mp4 | 59.59 MB | ||
| Lecture 10 Segment 4 Model-Free Learning Sample Based - Temporal Difference Learning.srt | 26.7 KB | ||
| Lecture 10 Segment 5 Active Reinforcement Learning - Q-Learning.mp4 | 51.44 MB | ||
| Lecture 10 Segment 5 Active Reinforcement Learning - Q-Learning.srt | 3 B | ||
| Lecture 11 Segment 1 Reinforcement Learning Recap.mp4 | 53.62 MB | ||
| Lecture 11 Segment 1 Reinforcement Learning Recap.srt | 21.91 KB | ||
| Lecture 11 Segment 2 Exploration vs. Exploitation and Regret.mp4 | 56.8 MB | ||
| Lecture 11 Segment 2 Exploration vs. Exploitation and Regret.srt | 20.08 KB | ||
| Lecture 11 Segment 3 Approximate Q-Learning.mp4 | 82.97 MB | ||
| Lecture 11 Segment 3 Approximate Q-Learning.srt | 35.17 KB | ||
| Lecture 11 Segment 4 Policy Search.mp4 | 17.02 MB | ||
| Lecture 11 Segment 4 Policy Search.srt | 7.67 KB | ||
| Lecture 11 Segment 5 Conclusion.mp4 | 2.95 MB | ||
| Lecture 2 Quiz 11 Maze Search Demos Part 1.mp4 | 1.49 MB | ||
| Lecture 2 Quiz 11 Maze Search Demos Part 2.mp4 | 1.45 MB | ||
| Lecture 2 Quiz 11 Maze Search Demos Part 3.mp4 | 426.16 KB | ||
| Lecture 2 Quiz 11 Maze Search Demos Part 4.mp4 | 1.12 MB | ||
| Lecture 2 Quiz 11 Maze Search Demos Part 5.mp4 | 628.55 KB | ||
| Lecture 2 Quiz 2 Safe Passage Answer.mp4 | 4.89 MB | ||
| Lecture 2 Quiz 2 Safe Passage Answer.srt | 1.42 KB | ||
| Lecture 2 Quiz 2 Safe Passage.mp4 | 3.78 MB | ||
| Lecture 2 Quiz 2 Safe Passage.srt | 1.47 KB | ||
| Lecture 2 Quiz 3 State Space Graphs and Search Trees Answer.mp4 | 2.87 MB | ||
| Lecture 2 Quiz 3 State Space Graphs and Search Trees Answer.srt | 2.15 KB | ||
| Lecture 2 Quiz 3 State Space Graphs and Search Trees.mp4 | 751.37 KB | ||
| Lecture 2 Quiz 3 State Space Graphs and Search Trees.srt | 482 B | ||
| Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First Answer.mp4 | 2 MB | ||
| Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First Answer.srt | 2.03 KB | ||
| Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First.mp4 | 759.49 KB | ||
| Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First.srt | 573 B | ||
| Lecture 2 Quiz 9 Search Demo Part 1.mp4 | 3.33 MB | ||
| Lecture 2 Quiz 9 Search Demo Part 1.srt | 1.19 KB | ||
| Lecture 2 Quiz 9 Search Demo Part 2.mp4 | 1.35 MB | ||
| Lecture 2 Quiz 9 Search Demo Part 2.srt | 489 B | ||
| Lecture 2 Quiz 9 Search Demo Part 3.mp4 | 596.59 KB | ||
| Lecture 2 Quiz 9 Search Demo Part 3.srt | 261 B | ||
| Lecture 2 Quiz 9 Search Demo Part 4.mp4 | 1.48 MB | ||
| Lecture 2 Quiz 9 Search Demo Part 4.srt | 763 B | ||
| Lecture 2 Segment 1 Today.mp4 | 6.09 MB | ||
| Lecture 2 Segment 1 Today.srt | 1.6 KB | ||
| Lecture 2 Segment 10 Breadth First Tree Search Properties.mp4 | 8.94 MB | ||
| Lecture 2 Segment 10 Breadth First Tree Search Properties.srt | 4.63 KB | ||
| Lecture 2 Segment 11 Iterative Deepening (2).mp4 | 3.56 MB | ||
| Lecture 2 Segment 11 Iterative Deepening (2).srt | 2.44 KB | ||
| Lecture 2 Segment 11 Iterative Deepening.mp4 | 3.56 MB | ||
| Lecture 2 Segment 11 Iterative Deepening.srt | 2.44 KB | ||
| Lecture 2 Segment 12 Cost-Sensitive Search Uniform Cost Search.mp4 | 25.78 MB | ||
| Lecture 2 Segment 12 Cost-Sensitive Search Uniform Cost Search.srt | 12.44 KB | ||
| Lecture 2 Segment 13 Search and Models.mp4 | 10.05 MB | ||
| Lecture 2 Segment 13 Search and Models.srt | 3.13 KB | ||
| Lecture 2 Segment 2 Agents that Plan vs. Reflex Agents.mp4 | 33.75 MB | ||
| Lecture 2 Segment 2 Agents that Plan vs. Reflex Agents.srt | 15.13 KB | ||
| Lecture 2 Segment 3 Search Problems.mp4 | 31.2 MB | ||
| Lecture 2 Segment 3 Search Problems.srt | 18.84 KB | ||
| Lecture 2 Segment 4 State Space Graphs and Search Trees.mp4 | 21.81 MB | ||
| Lecture 2 Segment 4 State Space Graphs and Search Trees.srt | 9.55 KB | ||
| Lecture 2 Segment 5 Tree Search.mp4 | 21.73 MB | ||
| Lecture 2 Segment 5 Tree Search.srt | 10.84 KB | ||
| Lecture 2 Segment 6 Depth First Tree Search.mp4 | 12.2 MB | ||
| Lecture 2 Segment 6 Depth First Tree Search.srt | 5.58 KB | ||
| Lecture 2 Segment 7 Search Algorithm Properties.mp4 | 6.87 MB | ||
| Lecture 2 Segment 7 Search Algorithm Properties.srt | 4.51 KB | ||
| Lecture 2 Segment 8 Depth First Search Properties.mp4 | 9.53 MB | ||
| Lecture 2 Segment 8 Depth First Search Properties.srt | 5.85 KB | ||
| Lecture 2 Segment 9 Breadth First Tree Search.mp4 | 4.27 MB | ||
| Lecture 2 Segment 9 Breadth First Tree Search.srt | 2.75 KB | ||
| Lecture 3 CS188 Step-by-Step Examples- A Star Search.mp4 | 127.67 MB | ||
| Lecture 3 CS188 Step-by-Step Examples- A Star Search.srt | 31.61 KB | ||
| Lecture 3 CS188 Step-by-Step Examples- Depth First Tree Search and Breadth First Tree Search.mp4 | 40.42 MB | ||
| Lecture 3 CS188 Step-by-Step Examples- Depth First Tree Search and Breadth First Tree Search.srt | 13.17 KB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 10.mp4 | 1.19 MB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 10.srt | 600 B | ||
| Lecture 3 Quiz 7 Search Algorithms Part 5.mp4 | 399.34 KB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 5.srt | 56 B | ||
| Lecture 3 Quiz 7 Search Algorithms Part 6.mp4 | 654.03 KB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 6.srt | 161 B | ||
| Lecture 3 Quiz 7 Search Algorithms Part 7.mp4 | 1.66 MB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 7.srt | 106 B | ||
| Lecture 3 Quiz 7 Search Algorithms Part 8.mp4 | 564.97 KB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 8.srt | 217 B | ||
| Lecture 3 Quiz 7 Search Algorithms Part 9.mp4 | 315.83 KB | ||
| Lecture 3 Quiz 7 Search Algorithms Part 9.srt | 171 B | ||
| Lecture 3 Segment 1 Overview of Today.mp4 | 5.4 MB | ||
| Lecture 3 Segment 1 Overview of Today.srt | 1.42 KB | ||
| Lecture 3 Segment 10 Creating Admissible Heuristics.mp4 | 46.03 MB | ||
| Lecture 3 Segment 10 Creating Admissible Heuristics.srt | 20.21 KB | ||
| Lecture 3 Segment 11 Semi-Lattice of Heuristics.mp4 | 9.15 MB | ||
| Lecture 3 Segment 11 Semi-Lattice of Heuristics.srt | 4.28 KB | ||
| Lecture 3 Segment 12 Graph Search.mp4 | 17.99 MB | ||
| Lecture 3 Segment 12 Graph Search.srt | 9.63 KB | ||
| Lecture 3 Segment 13 Optimality of A .mp4 | 11.03 MB | ||
| Lecture 3 Segment 13 Optimality of A .srt | 6.25 KB | ||
| Lecture 3 Segment 14 A Consistency.mp4 | 13.2 MB | ||
| Lecture 3 Segment 14 A Consistency.srt | 5.64 KB | ||
| Lecture 3 Segment 15 Optimality Summary.mp4 | 5.09 MB | ||
| Lecture 3 Segment 15 Optimality Summary.srt | 2.19 KB | ||
| Lecture 3 Segment 16 A Summary.mp4 | 1.64 MB | ||
| Lecture 3 Segment 16 A Summary.srt | 617 B | ||
| Lecture 3 Segment 2 Recap of Search.mp4 | 40.15 MB | ||
| Lecture 3 Segment 2 Recap of Search.srt | 17.38 KB | ||
| Lecture 3 Segment 3 Informed Search and Search Heuristics.mp4 | 18.73 MB | ||
| Lecture 3 Segment 3 Informed Search and Search Heuristics.srt | 9.89 KB | ||
| Lecture 3 Segment 4 Greedy Search.mp4 | 23.3 MB | ||
| Lecture 3 Segment 4 Greedy Search.srt | 11.63 KB | ||
| Lecture 3 Segment 5 A Tree Search Algorithm.mp4 | 17.89 MB | ||
| Lecture 3 Segment 5 A Tree Search Algorithm.srt | 10.86 KB | ||
| Lecture 3 Segment 6 Admissible Heuristics and A Optimality.mp4 | 19.73 MB | ||
| Lecture 3 Segment 6 Admissible Heuristics and A Optimality.srt | 9.2 KB | ||
| Lecture 3 Segment 7 A Tree Search Proof.mp4 | 13.23 MB | ||
| Lecture 3 Segment 7 A Tree Search Proof.srt | 4.86 KB | ||
| Lecture 3 Segment 8 Properties of A .mp4 | 5.69 MB | ||
| Lecture 3 Segment 8 Properties of A .srt | 3.43 KB | ||
| Lecture 3 Segment 9 A Applications and Demos.mp4 | 12.68 MB | ||
| Lecture 3 Segment 9 A Applications and Demos.srt | 4.05 KB | ||
| Lecture 4 Segment 1 Today, and What is Search For.mp4 | 11.43 MB | ||
| Lecture 4 Segment 1 Today, and What is Search For.srt | 4.94 KB | ||
| Lecture 4 Segment 10 Improving Backtracking Overview.mp4 | 3.63 MB | ||
| Lecture 4 Segment 10 Improving Backtracking Overview.srt | 1.55 KB | ||
| Lecture 4 Segment 11 Filtering Forward Checking.mp4 | 21.2 MB | ||
| Lecture 4 Segment 11 Filtering Forward Checking.srt | 7.79 KB | ||
| Lecture 4 Segment 12 Filtering Constraint Propogation.mp4 | 4.87 MB | ||
| Lecture 4 Segment 12 Filtering Constraint Propogation.srt | 2.04 KB | ||
| Lecture 4 Segment 13 Consistency of a Single Arc.mp4 | 16.62 MB | ||
| Lecture 4 Segment 13 Consistency of a Single Arc.srt | 6.8 KB | ||
| Lecture 4 Segment 14 Arc Consistency of an Entire CSP.mp4 | 39.8 MB | ||
| Lecture 4 Segment 14 Arc Consistency of an Entire CSP.srt | 14.81 KB | ||
| Lecture 4 Segment 15 Limitations of Arc Consistency.mp4 | 8.96 MB | ||
| Lecture 4 Segment 15 Limitations of Arc Consistency.srt | 4.13 KB | ||
| Lecture 4 Segment 16 Demo of Forward Checking and Arc Consistency.mp4 | 12.43 MB | ||
| Lecture 4 Segment 16 Demo of Forward Checking and Arc Consistency.srt | 3.92 KB | ||
| Lecture 4 Segment 17 Variable Ordering Minimum Remaining Values.mp4 | 10.39 MB | ||
| Lecture 4 Segment 17 Variable Ordering Minimum Remaining Values.srt | 3.78 KB | ||
| Lecture 4 Segment 18 Value Ordering Least Constraining Value.mp4 | 8.48 MB | ||
| Lecture 4 Segment 18 Value Ordering Least Constraining Value.srt | 3 KB | ||
| Lecture 4 Segment 19 Demo.mp4 | 8.98 MB | ||
| Lecture 4 Segment 19 Demo.srt | 3.01 KB | ||
| Lecture 4 Segment 2 CSPs Definition.mp4 | 12.38 MB | ||
| Lecture 4 Segment 2 CSPs Definition.srt | 4.93 KB | ||
| Lecture 4 Segment 3 CSP Examples Map Coloring and N-Queens.mp4 | 26.41 MB | ||
| Lecture 4 Segment 3 CSP Examples Map Coloring and N-Queens.srt | 15.26 KB | ||
| Lecture 4 Segment 4 Constraint Graphs.mp4 | 9.57 MB | ||
| Lecture 4 Segment 4 Constraint Graphs.srt | 3.56 KB | ||
| Lecture 4 Segment 5 CSP Examples Cryptarithmetic, Sudoku and Waltz.mp4 | 15.71 MB | ||
| Lecture 4 Segment 5 CSP Examples Cryptarithmetic, Sudoku and Waltz.srt | 7.23 KB | ||
| Lecture 4 Segment 6 Varieties of CSPs and Constraints.mp4 | 10.4 MB | ||
| Lecture 4 Segment 6 Varieties of CSPs and Constraints.srt | 4.19 KB | ||
| Lecture 4 Segment 7 Real-World CSPs.mp4 | 4.82 MB | ||
| Lecture 4 Segment 7 Real-World CSPs.srt | 1.79 KB | ||
| Lecture 4 Segment 8 Solving CSPs with Standard Search.mp4 | 19.3 MB | ||
| Lecture 4 Segment 8 Solving CSPs with Standard Search.srt | 9.41 KB | ||
| Lecture 4 Segment 9 Backtracking Search.mp4 | 19.08 MB | ||
| Lecture 4 Segment 9 Backtracking Search.srt | 8.08 KB | ||
| Lecture 5 A Segment 1 Today.mp4 | 2.41 MB | ||
| Lecture 5 A Segment 1 Today.srt | 566 B | ||
| Lecture 5 A Segment 10 Iterative Algorithms Min-Conflicts.mp4 | 21.02 MB | ||
| Lecture 5 A Segment 10 Iterative Algorithms Min-Conflicts.srt | 7.82 KB | ||
| Lecture 5 A Segment 11 Performance of Min-Conflicts.mp4 | 11.14 MB | ||
| Lecture 5 A Segment 11 Performance of Min-Conflicts.srt | 5.23 KB | ||
| Lecture 5 A Segment 12 Summary of CSPs.mp4 | 4.11 MB | ||
| Lecture 5 A Segment 12 Summary of CSPs.srt | 1.66 KB | ||
| Lecture 5 A Segment 2 Refresher CSPs, Backtracking Search, Ordering, Filtering.mp4 | 25.01 MB | ||
| Lecture 5 A Segment 2 Refresher CSPs, Backtracking Search, Ordering, Filtering.srt | 9.91 KB | ||
| Lecture 5 A Segment 3 Arc Consistency, Limitations, K-Consistency.mp4 | 37.87 MB | ||
| Lecture 5 A Segment 3 Arc Consistency, Limitations, K-Consistency.srt | 15.62 KB | ||
| Lecture 5 A Segment 4 Problem Stucture.mp4 | 19.4 MB | ||
| Lecture 5 A Segment 4 Problem Stucture.srt | 6.99 KB | ||
| Lecture 5 A Segment 5 Tree-Structured CSPs.mp4 | 5.91 MB | ||
| Lecture 5 A Segment 5 Tree-Structured CSPs.srt | 2.07 KB | ||
| Lecture 5 A Segment 6 Algorithm for Tree-Structured CSPs.mp4 | 26.34 MB | ||
| Lecture 5 A Segment 6 Algorithm for Tree-Structured CSPs.srt | 10.2 KB | ||
| Lecture 5 A Segment 7 Claims about Algorithm for Tree-Structured CSPs.mp4 | 16.38 MB | ||
| Lecture 5 A Segment 7 Claims about Algorithm for Tree-Structured CSPs.srt | 6.23 KB | ||
| Lecture 5 A Segment 8 Improving Stucture Cutset Conditioning.mp4 | 14.48 MB | ||
| Lecture 5 A Segment 8 Improving Stucture Cutset Conditioning.srt | 5.82 KB | ||
| Lecture 5 A Segment 9 Tree Decomposition.mp4 | 16.83 MB | ||
| Lecture 5 A Segment 9 Tree Decomposition.srt | 6.24 KB | ||
| Lecture 5 B Segment 1 Local Search.mp4 | 6.72 MB | ||
| Lecture 5 B Segment 1 Local Search.srt | 3.2 KB | ||
| Lecture 5 B Segment 2 Hill Climbing.mp4 | 12.01 MB | ||
| Lecture 5 B Segment 2 Hill Climbing.srt | 5.95 KB | ||
| Lecture 5 B Segment 3 Simulated Annealing.mp4 | 18.73 MB | ||
| Lecture 5 B Segment 3 Simulated Annealing.srt | 7.67 KB | ||
| Lecture 5 B Segment 4 Genetic Algorithms.mp4 | 13.02 MB | ||
| Lecture 5 B Segment 4 Genetic Algorithms.srt | 5.02 KB | ||
| Lecture 5 B Segment 6 Next Time.mp4 | 302.23 KB | ||
| Lecture 5 B Segment 6 Next Time.srt | 3 B | ||
| Lecture 6 Segment 1 Today and Game Playing State of the Art.mp4 | 21.8 MB | ||
| Lecture 6 Segment 1 Today and Game Playing State of the Art.srt | 7.11 KB | ||
| Lecture 6 Segment 2 Adversarial Games.mp4 | 23.44 MB | ||
| Lecture 6 Segment 2 Adversarial Games.srt | 8.3 KB | ||
| Lecture 6 Segment 3 Adversarial Search.mp4 | 64.7 MB | ||
| Lecture 6 Segment 3 Adversarial Search.srt | 35.57 KB | ||
| Lecture 6 Segment 4 Resource Limits.mp4 | 26.3 MB | ||
| Lecture 6 Segment 4 Resource Limits.srt | 10.51 KB | ||
| Lecture 6 Segment 5 Evaluation Functions.mp4 | 50.11 MB | ||
| Lecture 6 Segment 5 Evaluation Functions.srt | 21.8 KB | ||
| Lecture 6 Segment 6 Game Tree Pruning.mp4 | 35.36 MB | ||
| Lecture 6 Segment 6 Game Tree Pruning.srt | 16.51 KB | ||
| Lecture 6 Segment 7 Next Time!.mp4 | 931.83 KB | ||
| Lecture 6 Segment 7 Next Time!.srt | 1 KB | ||
| Lecture 7 Quiz Informed Probabilities Answer.mp4 | 10.13 MB | ||
| Lecture 7 Quiz Informed Probabilities Answer.srt | 3.83 KB | ||
| Lecture 7 Quiz Informed Probabilities Question.mp4 | 1.76 MB | ||
| Lecture 7 Quiz Informed Probabilities Question.srt | 909 B | ||
| Lecture 7 Segment 1 Today Search in the Presence of Uncertainty.mp4 | 7.59 MB | ||
| Lecture 7 Segment 1 Today Search in the Presence of Uncertainty.srt | 3.73 KB | ||
| Lecture 7 Segment 2 Expectimax Search.mp4 | 48.59 MB | ||
| Lecture 7 Segment 2 Expectimax Search.srt | 20.94 KB | ||
| Lecture 7 Segment 3 Probabilities.mp4 | 29.18 MB | ||
| Lecture 7 Segment 3 Probabilities.srt | 8.73 KB | ||
| Lecture 7 Segment 4 Modeling Assumptions.mp4 | 23.18 MB | ||
| Lecture 7 Segment 4 Modeling Assumptions.srt | 8.6 KB | ||
| Lecture 7 Segment 5 Other Game Types.mp4 | 24.51 MB | ||
| Lecture 7 Segment 5 Other Game Types.srt | 8.73 KB | ||
| Lecture 7 Segment 6 Utilities.mp4 | 29.44 MB | ||
| Lecture 7 Segment 6 Utilities.srt | 15.22 KB | ||
| Lecture 7 Segment 7 Rationality.mp4 | 22.95 MB | ||
| Lecture 7 Segment 7 Rationality.srt | 9.37 KB | ||
| Lecture 7 Segment 8 Human Utilities.mp4 | 53.92 MB | ||
| Lecture 7 Segment 8 Human Utilities.srt | 23.73 KB | ||
| Lecture 7 Segment 9 Next Time MDPs!.mp4 | 330.47 KB | ||
| Lecture 7 Segment 9 Next Time MDPs!.srt | 340 B | ||
| Lecture 7 Step-by-step Example Alpha-Beta.mp4 | 56.82 MB | ||
| Lecture 7 Step-by-step Example Alpha-Beta.srt | 25.51 KB | ||
| Lecture 8 Segment 1 Non-Deterministic Search and Markov Decision Process.mp4 | 64.54 MB | ||
| Lecture 8 Segment 1 Non-Deterministic Search and Markov Decision Process.srt | 26.61 KB | ||
| Lecture 8 Segment 2 Example Racing.mp4 | 24.74 MB | ||
| Lecture 8 Segment 2 Example Racing.srt | 10.53 KB | ||
| Lecture 8 Segment 3 Utilities of Sequences.mp4 | 36.32 MB | ||
| Lecture 8 Segment 3 Utilities of Sequences.srt | 16.4 KB | ||
| Lecture 8 Segment 4 Solving MDPs.mp4 | 93.89 MB | ||
| Lecture 8 Segment 4 Solving MDPs.srt | 32.71 KB | ||
| Lecture 8 Segment 5 Value Iteration.mp4 | 48.15 MB | ||
| Lecture 8 Segment 5 Value Iteration.srt | 19.22 KB | ||
| Lecture 8 Segment 6 Next Time Policy-Based Methods.mp4 | 532.06 KB | ||
| Lecture 8 Segment 6 Next Time Policy-Based Methods.srt | 404 B | ||
| Lecture 9 Segment 1 MDPs Recap.mp4 | 50.99 MB | ||
| Lecture 9 Segment 1 MDPs Recap.srt | 20.1 KB | ||
| Lecture 9 Segment 2 The Bellman Equations.mp4 | 32.97 MB | ||
| Lecture 9 Segment 2 The Bellman Equations.srt | 13.45 KB | ||
| Lecture 9 Segment 3 Policy Methods Policy Evaluation.mp4 | 66.84 MB | ||
| Lecture 9 Segment 3 Policy Methods Policy Evaluation.srt | 29.38 KB | ||
| Lecture 9 Segment 4 Policy Methods Policy Iteration.mp4 | 37.9 MB | ||
| Lecture 9 Segment 4 Policy Methods Policy Iteration.srt | 15.05 KB | ||
| Lecture 9 Segment 5 Double Bandits.mp4 | 39.98 MB | ||
| Lecture 9 Segment 5 Double Bandits.srt | 17.87 KB | ||
| Lecture 9 Segment 6 Next Time Reinforcement Learning.mp4 | 385.39 KB | ||
| Lecture 9 Segment 6 Next Time Reinforcement Learning.srt | 419 B | ||
| ▲ 288 total files | |||
Description
Обучающие видео » Компьютерные видеоуроки и обучающие интерактивные DVD » Программирование (видеоуроки)
Курс Беркли по Искусственному Интеллекту
Год выпуска: 2012
Производитель: www.edx.org
Сайт производителя: www.edx.org
Автор: Университет Беркли
Продолжительность: 9:16:00
Тип раздаваемого материала: Видеоуроки
Язык: Английский
Описание: Онлайн курс по искусственному интеллекту, привлекает каждый год более 600 студентов.
Искусственный интеллект уже вокруг нас, от поисковых движков до компьютерных игр.
Файлы примеров: не предусмотрены
Формат видео: MP4
Видео: MPEG, 1280x720, 30 fps, 612 Kbps
Аудио: mp3, 44kHz, 192Kbps, stereo
[spoiler="Скриншоты"]
[/spoiler]
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