CS 188: Artificial Intelligence
CS 188: Artificial Intelligence (Fall 2011, UC Berkeley). Instructor: Professor Dan Klein. This course introduces the basic ideas and techniques underlying the design of intelligent computer systems. A specific emphasis will be on the statistical and decision-theoretic modeling paradigm. Topics include heuristic search, problem solving, game playing, knowledge representation, logical inference, planning, reasoning under uncertainty, expert systems, learning, perception, language understanding.
Lecture 08 - Utilities, Markov Decision Processes |
Time | Lecture Chapters |
[00:00:00] | 1. Utilities |
[00:34:00] | 2. Markov Decision Processes |
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