Thursday, March 3, 2011

Lectures slides


LectureDateTopicRecommended Readings (from Russell and Norgiv)Lecture SlidesComments & Additional notes
 
Introduction. What is AIChapter 1 presents a more complete and very interesting overview of the history and goals of AI research.Chapter 2 also contains some interesting ideas about one way to think about the  structure AI systems.Lectures-01-Introduction.pdf4 per page
2
SearchChapter 3 presents the search techniques covered in the lectures as well as other ideas not covered.Lectures-02-Heuristic-Search.pdf4 per page.
3 Backtracking SearchChapter 5 talks about CSPs which are a general way of representing a useful class of search problemsLectures-03-Backtracking-Search.pdf4 per page
 
4 Game Tree SearchChapter 6 talks about Game tree search, which are search problems when facing an opponent.Lectures-04-Game-Tree-Search.pdf4 per page
 
5 Knowledge RepresentationChapters 7 to 10. Especially chapters 8 and 9.Lectures-05-KR.pdf4 per page
 
6 Reasoning Under UncertaintyChapters 13 and 14Lectures-06-Uncertainty.pdf4 per page
 
7 PlanningChapters 11 and 12Lectures-07-planning.pdf4 per page

7 Decision Making under UncertaintyChapter 16Lectures-08-Decision-Making.pdf4 per page
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