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Lecture 0 Welcome to CS188x!.mp4
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Lecture 1 Segment 1 Outline of Lecture 1.mp4
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Lecture 1 Segment 10 What can AI do Robotics.mp4
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Lecture 1 Segment 11 What can AI do Logic.mp4
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Lecture 1 Segment 12 Game Playing.mp4
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Lecture 1 Segment 13 What can AI do Decision Making.mp4
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Lecture 1 Segment 14 Designing Rational Agent.mp4
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Lecture 1 Segment 2 Sci-Fi AI.mp4
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Lecture 1 Segment 5 A (Short) History of AI.mp4
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Lecture 1 Segment 6 What can AI do.mp4
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Lecture 1 Segment 7 Unintentionally Funny Stories.mp4
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Lecture 1 Segment 8 What can AI do Language.mp4
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Lecture 1 Segment 9 What can AI do Perception.mp4
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Lecture 10 Segment 1 Reinforcement Learning.mp4
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Lecture 10 Segment 4 Model-Free Learning Sample Based - Temporal Difference Learning.mp4
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Lecture 11 Segment 1 Reinforcement Learning Recap.mp4
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Lecture 11 Segment 2 Exploration vs. Exploitation and Regret.mp4
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Lecture 11 Segment 3 Approximate Q-Learning.mp4
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Lecture 11 Segment 4 Policy Search.mp4
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Lecture 11 Segment 5 Conclusion.mp4
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Lecture 2 Quiz 11 Maze Search Demos Part 1.mp4
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Lecture 2 Quiz 2 Safe Passage Answer.mp4
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Lecture 2 Quiz 3 State Space Graphs and Search Trees Answer.mp4
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Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First Answer.mp4
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Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First.mp4
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Lecture 2 Quiz 9 Search Demo Part 1.mp4
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Lecture 2 Quiz 9 Search Demo Part 4.mp4
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Lecture 2 Segment 1 Today.mp4
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Lecture 2 Segment 10 Breadth First Tree Search Properties.mp4
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Lecture 2 Segment 11 Iterative Deepening (2).mp4
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Lecture 2 Segment 11 Iterative Deepening (2).srt
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Lecture 2 Segment 12 Cost-Sensitive Search Uniform Cost Search.mp4
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Lecture 2 Segment 12 Cost-Sensitive Search Uniform Cost Search.srt
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Lecture 2 Segment 13 Search and Models.mp4
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Lecture 2 Segment 2 Agents that Plan vs. Reflex Agents.mp4
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Lecture 2 Segment 3 Search Problems.mp4
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Lecture 2 Segment 3 Search Problems.srt
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Lecture 2 Segment 4 State Space Graphs and Search Trees.mp4
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Lecture 2 Segment 4 State Space Graphs and Search Trees.srt
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Lecture 2 Segment 5 Tree Search.mp4
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Lecture 2 Segment 5 Tree Search.srt
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Lecture 2 Segment 6 Depth First Tree Search.mp4
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Lecture 2 Segment 7 Search Algorithm Properties.mp4
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Lecture 2 Segment 7 Search Algorithm Properties.srt
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Lecture 2 Segment 8 Depth First Search Properties.mp4
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Lecture 2 Segment 8 Depth First Search Properties.srt
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Lecture 2 Segment 9 Breadth First Tree Search.mp4
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Lecture 3 CS188 Step-by-Step Examples- A Star Search.mp4
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Lecture 3 CS188 Step-by-Step Examples- A Star Search.srt
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Lecture 3 CS188 Step-by-Step Examples- Depth First Tree Search and Breadth First Tree Search.mp4
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Lecture 3 Quiz 7 Search Algorithms Part 10.mp4
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Lecture 3 Quiz 7 Search Algorithms Part 5.mp4
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Lecture 3 Quiz 7 Search Algorithms Part 6.mp4
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Lecture 3 Quiz 7 Search Algorithms Part 7.mp4
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Lecture 3 Quiz 7 Search Algorithms Part 8.mp4
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Lecture 3 Quiz 7 Search Algorithms Part 9.mp4
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Lecture 3 Segment 1 Overview of Today.mp4
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Lecture 3 Segment 10 Creating Admissible Heuristics.mp4
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Lecture 3 Segment 11 Semi-Lattice of Heuristics.mp4
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Lecture 3 Segment 12 Graph Search.mp4
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Lecture 3 Segment 13 Optimality of A .mp4
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Lecture 3 Segment 14 A Consistency.mp4
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Lecture 3 Segment 15 Optimality Summary.mp4
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Lecture 3 Segment 16 A Summary.mp4
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Lecture 3 Segment 2 Recap of Search.mp4
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Lecture 3 Segment 3 Informed Search and Search Heuristics.mp4
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Lecture 3 Segment 4 Greedy Search.mp4
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Lecture 3 Segment 5 A Tree Search Algorithm.mp4
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Lecture 3 Segment 5 A Tree Search Algorithm.srt
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Lecture 3 Segment 6 Admissible Heuristics and A Optimality.mp4
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Lecture 3 Segment 6 Admissible Heuristics and A Optimality.srt
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Lecture 3 Segment 7 A Tree Search Proof.mp4
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Lecture 3 Segment 8 Properties of A .mp4
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Lecture 3 Segment 9 A Applications and Demos.mp4
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Lecture 4 Segment 1 Today, and What is Search For.mp4
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Lecture 4 Segment 10 Improving Backtracking Overview.mp4
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Lecture 4 Segment 11 Filtering Forward Checking.mp4
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Lecture 4 Segment 12 Filtering Constraint Propogation.mp4
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Lecture 4 Segment 13 Consistency of a Single Arc.mp4
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Lecture 4 Segment 14 Arc Consistency of an Entire CSP.mp4
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Lecture 4 Segment 15 Limitations of Arc Consistency.mp4
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Lecture 4 Segment 16 Demo of Forward Checking and Arc Consistency.mp4
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Lecture 4 Segment 16 Demo of Forward Checking and Arc Consistency.srt
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Lecture 4 Segment 17 Variable Ordering Minimum Remaining Values.mp4
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Lecture 4 Segment 18 Value Ordering Least Constraining Value.mp4
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Lecture 4 Segment 19 Demo.mp4
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Lecture 4 Segment 2 CSPs Definition.mp4
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Lecture 4 Segment 3 CSP Examples Map Coloring and N-Queens.mp4
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Lecture 4 Segment 4 Constraint Graphs.mp4
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Lecture 4 Segment 5 CSP Examples Cryptarithmetic, Sudoku and Waltz.mp4
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Lecture 4 Segment 5 CSP Examples Cryptarithmetic, Sudoku and Waltz.srt
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Lecture 4 Segment 6 Varieties of CSPs and Constraints.mp4
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Lecture 4 Segment 7 Real-World CSPs.mp4
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Lecture 4 Segment 8 Solving CSPs with Standard Search.mp4
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Lecture 4 Segment 9 Backtracking Search.mp4
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Lecture 5 A Segment 1 Today.mp4
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2.41 MB
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Lecture 5 A Segment 1 Today.srt
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566 B
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Lecture 5 A Segment 10 Iterative Algorithms Min-Conflicts.mp4
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21.02 MB
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Lecture 5 A Segment 10 Iterative Algorithms Min-Conflicts.srt
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7.82 KB
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Lecture 5 A Segment 11 Performance of Min-Conflicts.mp4
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11.14 MB
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Lecture 5 A Segment 11 Performance of Min-Conflicts.srt
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5.23 KB
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Lecture 5 A Segment 12 Summary of CSPs.mp4
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4.11 MB
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Lecture 5 A Segment 12 Summary of CSPs.srt
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1.66 KB
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Lecture 5 A Segment 2 Refresher CSPs, Backtracking Search, Ordering, Filtering.mp4
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25.01 MB
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Lecture 5 A Segment 2 Refresher CSPs, Backtracking Search, Ordering, Filtering.srt
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9.91 KB
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Lecture 5 A Segment 3 Arc Consistency, Limitations, K-Consistency.mp4
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37.87 MB
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Lecture 5 A Segment 3 Arc Consistency, Limitations, K-Consistency.srt
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15.62 KB
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Lecture 5 A Segment 4 Problem Stucture.mp4
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19.4 MB
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Lecture 5 A Segment 4 Problem Stucture.srt
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6.99 KB
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Lecture 5 A Segment 5 Tree-Structured CSPs.mp4
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5.91 MB
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Lecture 5 A Segment 5 Tree-Structured CSPs.srt
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2.07 KB
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Lecture 5 A Segment 6 Algorithm for Tree-Structured CSPs.mp4
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26.34 MB
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Lecture 5 A Segment 6 Algorithm for Tree-Structured CSPs.srt
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10.2 KB
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Lecture 5 A Segment 7 Claims about Algorithm for Tree-Structured CSPs.mp4
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16.38 MB
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Lecture 5 A Segment 7 Claims about Algorithm for Tree-Structured CSPs.srt
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6.23 KB
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Lecture 5 A Segment 8 Improving Stucture Cutset Conditioning.mp4
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14.48 MB
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Lecture 5 A Segment 8 Improving Stucture Cutset Conditioning.srt
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5.82 KB
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Lecture 5 A Segment 9 Tree Decomposition.mp4
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16.83 MB
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Lecture 5 A Segment 9 Tree Decomposition.srt
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6.24 KB
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Lecture 5 B Segment 1 Local Search.mp4
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6.72 MB
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Lecture 5 B Segment 1 Local Search.srt
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3.2 KB
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Lecture 5 B Segment 2 Hill Climbing.mp4
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12.01 MB
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Lecture 5 B Segment 2 Hill Climbing.srt
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5.95 KB
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Lecture 5 B Segment 3 Simulated Annealing.mp4
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18.73 MB
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Lecture 5 B Segment 3 Simulated Annealing.srt
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7.67 KB
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Lecture 5 B Segment 4 Genetic Algorithms.mp4
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13.02 MB
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Lecture 5 B Segment 4 Genetic Algorithms.srt
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5.02 KB
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Lecture 5 B Segment 6 Next Time.mp4
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302.23 KB
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Lecture 5 B Segment 6 Next Time.srt
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3 B
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Lecture 6 Segment 1 Today and Game Playing State of the Art.mp4
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21.8 MB
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Lecture 6 Segment 1 Today and Game Playing State of the Art.srt
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7.11 KB
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Lecture 6 Segment 2 Adversarial Games.mp4
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23.44 MB
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Lecture 6 Segment 2 Adversarial Games.srt
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8.3 KB
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Lecture 6 Segment 3 Adversarial Search.mp4
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64.7 MB
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Lecture 6 Segment 3 Adversarial Search.srt
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35.57 KB
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Lecture 6 Segment 4 Resource Limits.mp4
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26.3 MB
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Lecture 6 Segment 4 Resource Limits.srt
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10.51 KB
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Lecture 6 Segment 5 Evaluation Functions.mp4
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50.11 MB
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Lecture 6 Segment 5 Evaluation Functions.srt
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21.8 KB
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Lecture 6 Segment 6 Game Tree Pruning.mp4
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35.36 MB
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Lecture 6 Segment 6 Game Tree Pruning.srt
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16.51 KB
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Lecture 6 Segment 7 Next Time!.mp4
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931.83 KB
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Lecture 6 Segment 7 Next Time!.srt
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1 KB
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Lecture 7 Quiz Informed Probabilities Answer.mp4
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10.13 MB
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Lecture 7 Quiz Informed Probabilities Answer.srt
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3.83 KB
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Lecture 7 Quiz Informed Probabilities Question.mp4
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1.76 MB
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Lecture 7 Quiz Informed Probabilities Question.srt
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909 B
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Lecture 7 Segment 1 Today Search in the Presence of Uncertainty.mp4
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7.59 MB
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Lecture 7 Segment 1 Today Search in the Presence of Uncertainty.srt
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3.73 KB
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Lecture 7 Segment 2 Expectimax Search.mp4
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48.59 MB
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Lecture 7 Segment 2 Expectimax Search.srt
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20.94 KB
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Lecture 7 Segment 3 Probabilities.mp4
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29.18 MB
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Lecture 7 Segment 3 Probabilities.srt
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8.73 KB
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Lecture 7 Segment 4 Modeling Assumptions.mp4
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23.18 MB
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Lecture 7 Segment 4 Modeling Assumptions.srt
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8.6 KB
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Lecture 7 Segment 5 Other Game Types.mp4
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24.51 MB
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Lecture 7 Segment 5 Other Game Types.srt
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8.73 KB
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Lecture 7 Segment 6 Utilities.mp4
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29.44 MB
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Lecture 7 Segment 6 Utilities.srt
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15.22 KB
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Lecture 7 Segment 7 Rationality.mp4
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22.95 MB
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Lecture 7 Segment 7 Rationality.srt
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9.37 KB
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Lecture 7 Segment 8 Human Utilities.mp4
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53.92 MB
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Lecture 7 Segment 8 Human Utilities.srt
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23.73 KB
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Lecture 7 Segment 9 Next Time MDPs!.mp4
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330.47 KB
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Lecture 7 Segment 9 Next Time MDPs!.srt
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340 B
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Lecture 7 Step-by-step Example Alpha-Beta.mp4
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MP4
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56.82 MB
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Lecture 7 Step-by-step Example Alpha-Beta.srt
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25.51 KB
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Lecture 8 Segment 1 Non-Deterministic Search and Markov Decision Process.mp4
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64.54 MB
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Lecture 8 Segment 1 Non-Deterministic Search and Markov Decision Process.srt
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26.61 KB
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Lecture 8 Segment 2 Example Racing.mp4
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24.74 MB
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Lecture 8 Segment 2 Example Racing.srt
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10.53 KB
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Lecture 8 Segment 3 Utilities of Sequences.mp4
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36.32 MB
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Lecture 8 Segment 3 Utilities of Sequences.srt
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16.4 KB
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Lecture 8 Segment 4 Solving MDPs.mp4
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93.89 MB
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Lecture 8 Segment 4 Solving MDPs.srt
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32.71 KB
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Lecture 8 Segment 5 Value Iteration.mp4
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48.15 MB
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Lecture 8 Segment 5 Value Iteration.srt
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19.22 KB
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Lecture 8 Segment 6 Next Time Policy-Based Methods.mp4
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532.06 KB
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Lecture 8 Segment 6 Next Time Policy-Based Methods.srt
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404 B
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Lecture 9 Segment 1 MDPs Recap.mp4
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50.99 MB
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Lecture 9 Segment 1 MDPs Recap.srt
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20.1 KB
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Lecture 9 Segment 2 The Bellman Equations.mp4
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32.97 MB
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Lecture 9 Segment 2 The Bellman Equations.srt
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13.45 KB
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Lecture 9 Segment 3 Policy Methods Policy Evaluation.mp4
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66.84 MB
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Lecture 9 Segment 3 Policy Methods Policy Evaluation.srt
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29.38 KB
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Lecture 9 Segment 4 Policy Methods Policy Iteration.mp4
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37.9 MB
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Lecture 9 Segment 4 Policy Methods Policy Iteration.srt
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15.05 KB
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Lecture 9 Segment 5 Double Bandits.mp4
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39.98 MB
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Lecture 9 Segment 5 Double Bandits.srt
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17.87 KB
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Lecture 9 Segment 6 Next Time Reinforcement Learning.mp4
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385.39 KB
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Lecture 9 Segment 6 Next Time Reinforcement Learning.srt
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419 B
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![Berkeley Course on Artificial Intelligence [2012, ENG]](/static/img/no-torrent-image.png "Berkeley Course on Artificial Intelligence [2012, ENG]")
