Contents:
Introduction to Artificial Intelligence – problem Solving by Search – Searching with Costs – Informed State Space Search-Heuristic Search: A* and Beyond – Problem Reduction Search: AND/OR Graphs -Searching Game Trees – Knowledge Based Systems: Logic and Deduction – First Order Logic – Inference in First Order Logic – Resolution Refutation Proofs – Logic Programming : Pro log – Programming, Exercising Control – Additional Topics – Introduction to Planning – Partial Order Planning – GraphPLAN and SATPlan – SATPlan – Reasoning Under Uncer tinity – Bayesian Networks – Reasoning with Bayes Networks – Reasoning Under Uncertainity: Issues – Learning : Decision Trees-Learning : Neural Networks – Back Propagation Learning

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These video tutorials are delivered by IIT Kharagpur as part of NPTEL online courses program.

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