Index of /~pmiki/AI Berkeley/edx AI

Name	Last modified	Size

Parent Directory		-
CS188 Step-by-Step Examples- A Star Search.mp4	13-Oct-2016 11:52	68M
CS188 Step-by-Step Examples- Depth First Tree Search and Breadth First Tree Search.mp4	13-Oct-2016 11:52	22M
Lecture 1 Segment 1 Outline of Lecture 1.mp4	13-Oct-2016 11:52	3.0M
Lecture 1 Segment 2 Sci-Fi AI.mp4	13-Oct-2016 11:52	13M
Lecture 1 Segment 3 What is AI.mp4	13-Oct-2016 11:52	23M
Lecture 1 Segment 4 What about the brain.mp4	13-Oct-2016 11:52	9.1M
Lecture 1 Segment 5 A (Short) History of AI.mp4	13-Oct-2016 11:53	54M
Lecture 1 Segment 6 What can AI do.mp4	13-Oct-2016 11:53	29M
Lecture 1 Segment 7 Unintentionally Funny Stories.mp4	13-Oct-2016 11:53	27M
Lecture 1 Segment 8 What can AI do Language.mp4	13-Oct-2016 11:53	19M
Lecture 1 Segment 9 What can AI do Perception.mp4	13-Oct-2016 11:53	27M
Lecture 1 Segment 10 What can AI do Robotics.mp4	13-Oct-2016 11:52	55M
Lecture 1 Segment 11 What can AI do Logic.mp4	13-Oct-2016 11:52	6.9M
Lecture 1 Segment 12 Game Playing.mp4	13-Oct-2016 11:52	15M
Lecture 1 Segment 13 What can AI do- Decision Making.mp4	13-Oct-2016 11:52	10M
Lecture 1 Segment 14 Designing Rational Agent.mp4	13-Oct-2016 11:52	9.5M
Lecture 1 Segment 15 Pacman as an Agent.mp4	13-Oct-2016 11:52	9.5M
Lecture 1 Segment 16 Course Topics.mp4	13-Oct-2016 11:52	4.0M
Lecture 2 Quiz 2 Safe Passage Answer.mp4	13-Oct-2016 11:58	4.9M
Lecture 2 Quiz 3 State Space Graphs and Search Trees Answer.mp4	13-Oct-2016 11:58	2.9M
Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First.mp4	13-Oct-2016 11:58	759K
Lecture 2 Quiz 8 Relative Advantages of Breadth-First and Depth-First Answer.mp4	13-Oct-2016 11:58	2.0M
Lecture 2 Quiz 9 Search Demo Part 2.mp4	13-Oct-2016 11:58	1.3M
Lecture 2 Quiz 9 Search Demo Part 4.mp4	13-Oct-2016 11:58	1.5M
Lecture 2 Quiz 11 Maze Search Demos Part 2.mp4	13-Oct-2016 11:58	1.4M
Lecture 2 Quiz 11 Maze Search Demos Part 4.mp4	13-Oct-2016 11:58	1.1M
Lecture 2 Quiz 11 Maze Search Demos Part 5.mp4	13-Oct-2016 11:58	629K
Lecture 2 Segment 1 Today.mp4	13-Oct-2016 11:58	5.7M
Lecture 2 Segment 2 Agents that Plan vs. Reflex Agents.mp4	13-Oct-2016 11:58	19M
Lecture 2 Segment 3 Search Problems.mp4	13-Oct-2016 11:58	20M
Lecture 2 Segment 4 State Space Graphs and Search Trees.mp4	13-Oct-2016 11:58	22M
Lecture 2 Segment 5 Tree Search.mp4	13-Oct-2016 11:58	22M
Lecture 2 Segment 6 Depth First Tree Search.mp4	13-Oct-2016 11:59	12M
Lecture 2 Segment 7 Search Algorithm Properties.mp4	13-Oct-2016 11:59	6.9M
Lecture 2 Segment 8 Depth First Search Properties.mp4	13-Oct-2016 11:59	5.7M
Lecture 2 Segment 9 Breadth First Tree Search.mp4	13-Oct-2016 11:59	4.3M
Lecture 2 Segment 10 Breadth First Tree Search Properties.mp4	13-Oct-2016 11:58	8.9M
Lecture 2 Segment 11 Iterative Deepening.mp4	13-Oct-2016 11:58	3.6M
Lecture 2 Segment 12 Cost-Sensitive Search Uniform Cost Search.mp4	13-Oct-2016 11:58	26M
Lecture 2 Segment 13 Search and Models.mp4	13-Oct-2016 11:58	10M
Lecture 3 Quiz 7 Search Algorithms Part 2.mp4	13-Oct-2016 11:59	1.1M
Lecture 3 Quiz 7 Search Algorithms Part 4.mp4	13-Oct-2016 11:59	687K
Lecture 3 Quiz 7 Search Algorithms Part 6.mp4	13-Oct-2016 11:59	716K
Lecture 3 Quiz 7 Search Algorithms Part 8.mp4	13-Oct-2016 11:59	565K
Lecture 3 Quiz 7 Search Algorithms Part 10.mp4	13-Oct-2016 11:59	1.2M
Lecture 3 Segment 1 Overview of Today.mp4	13-Oct-2016 11:59	5.4M
Lecture 3 Segment 2 Recap of Search.mp4	13-Oct-2016 11:59	40M
Lecture 3 Segment 3 Informed Search and Search Heuristics.mp4	13-Oct-2016 11:59	19M
Lecture 3 Segment 4 Greedy Search.mp4	13-Oct-2016 12:00	23M
Lecture 3 Segment 5 A Tree Search Algorithm.mp4	13-Oct-2016 12:00	18M
Lecture 3 Segment 6 Admissible Heuristics and A Optimality.mp4	13-Oct-2016 12:00	20M
Lecture 3 Segment 7 A Tree Search Proof.mp4	13-Oct-2016 12:00	13M
Lecture 3 Segment 8 Properties of A.mp4	13-Oct-2016 12:00	5.7M
Lecture 3 Segment 9 A Applications and Demos.mp4	13-Oct-2016 12:00	13M
Lecture 3 Segment 10 Creating Admissible Heuristics.mp4	13-Oct-2016 11:59	47M
Lecture 3 Segment 11 Semi-Lattice of Heuristics.mp4	13-Oct-2016 11:59	9.1M
Lecture 3 Segment 12 Graph Search.mp4	13-Oct-2016 11:59	18M
Lecture 3 Segment 13 Optimality of A.mp4	13-Oct-2016 11:59	11M
Lecture 3 Segment 14 A Consistency.mp4	13-Oct-2016 11:59	13M
Lecture 3 Segment 15 Optimality Summary.mp4	13-Oct-2016 11:59	5.1M
Lecture 3 Segment 16 A Summary.mp4	13-Oct-2016 11:59	1.6M
Lecture 4 Segment 1 Today, and What is Search For.mp4	13-Oct-2016 12:00	11M
Lecture 4 Segment 2 CSPs Definition.mp4	13-Oct-2016 12:01	12M
Lecture 4 Segment 3 CSP Examples Map Coloring and N-Queens.mp4	13-Oct-2016 12:01	26M
Lecture 4 Segment 4 Constraint Graphs.mp4	13-Oct-2016 12:01	9.6M
Lecture 4 Segment 5 CSP Examples Cryptarithmetic, Sudoku and Waltz.mp4	13-Oct-2016 12:01	16M
Lecture 4 Segment 6 Varieties of CSPs and Constraints.mp4	13-Oct-2016 12:01	10M
Lecture 4 Segment 7 Real-World CSPs.mp4	13-Oct-2016 12:01	4.8M
Lecture 4 Segment 8 Solving CSPs with Standard Search.mp4	13-Oct-2016 12:02	19M
Lecture 4 Segment 9 Backtracking Search.mp4	13-Oct-2016 12:02	19M
Lecture 4 Segment 10 Improving Backtracking Overview.mp4	13-Oct-2016 12:00	3.6M
Lecture 4 Segment 11 Filtering Forward Checking.mp4	13-Oct-2016 12:00	22M
Lecture 4 Segment 12 Filtering Constraint Propogation.mp4	13-Oct-2016 12:00	5.1M
Lecture 4 Segment 13 Consistency of a Single Arc.mp4	13-Oct-2016 12:00	17M
Lecture 4 Segment 14 Arc Consistency of an Entire CSP.mp4	13-Oct-2016 12:01	40M
Lecture 4 Segment 15 Limitations of Arc Consistency.mp4	13-Oct-2016 12:01	9.0M
Lecture 4 Segment 16 Demo of Forward Checking and Arc Consistency.mp4	13-Oct-2016 12:01	13M
Lecture 4 Segment 17 Variable Ordering Minimum Remaining Values.mp4	13-Oct-2016 12:01	10M
Lecture 4 Segment 18 Value Ordering Least Constraining Value.mp4	13-Oct-2016 12:01	8.7M
Lecture 4 Segment 19 Demo.mp4	13-Oct-2016 12:01	9.2M
Lecture 5 A Segment 1 Today.mp4	13-Oct-2016 12:02	2.4M
Lecture 5 A Segment 2 Refresher CSPs, Backtracking Search, Ordering, Filtering.mp4	13-Oct-2016 12:02	25M
Lecture 5 A Segment 3 Arc Consistency, Limitations, K-Consistency.mp4	13-Oct-2016 12:02	38M
Lecture 5 A Segment 4 Problem Stucture.mp4	13-Oct-2016 12:02	19M
Lecture 5 A Segment 5 Tree-Structured CSPs.mp4	13-Oct-2016 12:03	5.7M
Lecture 5 A Segment 6 Algorithm for Tree-Structured CSPs.mp4	13-Oct-2016 12:03	27M
Lecture 5 A Segment 7 Claims about Algorithm for Tree-Structured CSPs.mp4	13-Oct-2016 12:03	17M
Lecture 5 A Segment 8 Improving Stucture Cutset Conditioning.mp4	13-Oct-2016 12:03	15M
Lecture 5 A Segment 9 Tree Decomposition.mp4	13-Oct-2016 12:03	17M
Lecture 5 A Segment 10 Iterative Algorithms Min-Conflicts.mp4	13-Oct-2016 12:02	21M
Lecture 5 A Segment 11 Performance of Min-Conflicts.mp4	13-Oct-2016 12:02	11M
Lecture 5 A Segment 12 Summary of CSPs.mp4	13-Oct-2016 12:02	4.1M
Lecture 5 B Segment 1 Local Search.mp4	13-Oct-2016 12:03	6.7M
Lecture 5 B Segment 2 Hill Climbing.mp4	13-Oct-2016 12:03	12M
Lecture 5 B Segment 3 Simulated Annealing.mp4	13-Oct-2016 12:03	19M
Lecture 5 B Segment 4 Genetic Algorithms.mp4	13-Oct-2016 12:03	13M
Lecture 5 B Segment 6 Next Time.mp4	13-Oct-2016 12:03	302K
Lecture 6 Segment 1 Today and Game Playing State of the Art.mp4	13-Oct-2016 12:03	22M
Lecture 6 Segment 2 Adversarial Games.mp4	13-Oct-2016 12:04	24M
Lecture 6 Segment 3 Adversarial Search.mp4	13-Oct-2016 12:04	65M
Lecture 6 Segment 4 Resource Limits.mp4	13-Oct-2016 12:04	26M
Lecture 6 Segment 5 Evaluation Functions.mp4	13-Oct-2016 12:04	50M
Lecture 6 Segment 6 Game Tree Pruning.mp4	13-Oct-2016 12:05	36M
Lecture 6 Segment 7 Next Time!.mp4	13-Oct-2016 12:05	944K
Lecture 7 Quiz Informed Probabilities Answer.mp4	13-Oct-2016 12:05	10M
Lecture 7 Quiz Informed Probabilities Question.mp4	13-Oct-2016 12:05	1.8M
Lecture 7 Segment 1 Today- Search in the Presence of Uncertainty.mp4	13-Oct-2016 12:05	7.6M
Lecture 7 Segment 2 Expectimax Search.mp4	13-Oct-2016 12:05	49M
Lecture 7 Segment 3 Probabilities.mp4	13-Oct-2016 12:05	29M
Lecture 7 Segment 4 Modeling Assumptions.mp4	13-Oct-2016 12:05	23M
Lecture 7 Segment 5 Other Game Types.mp4	13-Oct-2016 12:05	25M
Lecture 7 Segment 6 Utilities.mp4	13-Oct-2016 12:05	30M
Lecture 7 Segment 7 Rationality.mp4	13-Oct-2016 12:06	23M
Lecture 7 Segment 8 Human Utilities.mp4	13-Oct-2016 12:06	54M
Lecture 7 Segment 9 Next Time MDPs!.mp4	13-Oct-2016 12:06	330K
Lecture 8 Segment 1 Non-Deterministic Search and Markov Decision Process.mp4	13-Oct-2016 12:06	66M
Lecture 8 Segment 2 Example Racing.mp4	13-Oct-2016 12:06	25M
Lecture 8 Segment 3 Utilities of Sequences.mp4	13-Oct-2016 12:06	36M
Lecture 8 Segment 4 Solving MDPs.mp4	13-Oct-2016 12:07	95M
Lecture 8 Segment 5 Value Iteration.mp4	13-Oct-2016 12:07	48M
Lecture 8 Segment 6 Next Time Policy-Based Methods.mp4	13-Oct-2016 12:07	532K
Lecture 9 Segment 1 MDPs Recap.mp4	13-Oct-2016 12:07	51M
Lecture 9 Segment 2 The Bellman Equations.mp4	13-Oct-2016 12:07	33M
Lecture 9 Segment 3 Policy Methods Policy Evaluation.mp4	13-Oct-2016 12:08	68M
Lecture 9 Segment 4 Policy Methods Policy Iteration.mp4	13-Oct-2016 12:08	39M
Lecture 9 Segment 5 Double Bandits.mp4	13-Oct-2016 12:08	41M
Lecture 9 Segment 6 Next Time Reinforcement Learning.mp4	13-Oct-2016 12:08	403K
Lecture 10 Segment 1 Reinforcement Learning.mp4	13-Oct-2016 11:53	51M
Lecture 10 Segment 2 Model-Based Learning.mp4	13-Oct-2016 11:53	32M
Lecture 10 Segment 3 Passive Reinforcement Learning.mp4	13-Oct-2016 11:54	45M
Lecture 10 Segment 4 Model-Free Learning Sample Based - Temporal Difference Learning.mp4	13-Oct-2016 11:54	60M
Lecture 10 Segment 5 Active Reinforcement Learning - Q-Learning.mp4	13-Oct-2016 11:54	51M
Lecture 11 Segment 1 Reinforcement Learning Recap.mp4	13-Oct-2016 11:54	55M
Lecture 11 Segment 2 Exploration vs. Exploitation and Regret.mp4	13-Oct-2016 11:54	32M
Lecture 11 Segment 3 Approximate Q-Learning.mp4	13-Oct-2016 11:55	84M
Lecture 11 Segment 4 Policy Search.mp4	13-Oct-2016 11:55	17M
Lecture 11 Segment 5 Conclusion.mp4	13-Oct-2016 11:55	3.0M
Lecture 12- Probability.mp4	13-Oct-2016 11:56	235M
Lecture 13- Bayes Nets.mp4	13-Oct-2016 11:58	224M
Step-by-step Example- Alpha-Beta.mp4	13-Oct-2016 12:08	60M

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