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Indian Institute of Technology, Kharagpur
Lecture - 1 Introduction.Lecture - 2 Problem Solving by Search.Lecture - 3 Searching with Costs.Lecture - 4 Informed State Space Search.Lecture - 5 Heuristic Search: A* and Beyond.Lecture - 6 Problem Reduction Search: AND/OR Graphs.Lecture - 7 Searching Game Trees.Lecture - 8 Knowledge Based Systems: Logic and Deduction.Lecture - 9 First Order Logic.Lecture - 10 Inference in First Order Logic.Lecture - 11 Resolution - Refutation Proofs.Lecture - 12 Resolution Refutation Proofs.Lecture - 13 Logic Programming : Prolog.Lecture - 14 Prolog Programming.Lecture - 15 Prolog: Exercising Control.Lecture - 16 Additional Topics.Lecture - 17 Introduction to Planning.Lecture - 18 Partial Order Planning.Lecture - 19 GraphPLAN and SATPlan.Lecture - 20 SATPlan.Lecture - 21 Reasoning Under Uncertainity.Lecture - 22 Bayesian Networks.Lecture - 23 Reasoning with Bayes Networks.Lecture - 24 Reasoning with Bayes networks (Contd.).Lecture - 25 Reasoning Under Uncertainity: Issues.Lecture - 26 Learning : Decision Trees.Lecture - 27 Learning : Neural Networks.Lecture - 28 Back Propagation Learning.
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