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