CS 188: Introduction to Artificial Intelligence
CS 188: Introduction to Artificial Intelligence (Fall 2013, UC Berkeley). Instructors: Professor Pieter Abbeel and 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 16 - Bayes' Nets: Sampling |
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