'Informed State Space Search' Video Lecture

Informed State Space Search

  • Course: Artificial Intelligence
  • Discipline: Computer Science and Engineering
  • Faculty: Prof. P. Dasgupta
  • Institute: IIT Kharagpur

    • Informed State Space Search - Click on the Video Link shown below to play the video on Youtube. Browse through Artificial Intelligence (Computer Science and Engineering) Video Lectures by Prof. P. Dasgupta from IIT Kharagpur through NPTEL.

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    Course Video Lectures 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 Resolution Refutation Proofs Logic Programming : Prolog Prolog Programming Prolog: Exercising Control Additional Topics Introduction to Planning Partial Order Planning GraphPLAN and SATPlan SATPlan Reasoning under uncertainty Bayesian Networks Reasoning with Bayes Networks Reasoning with Bayes networks (Contd.) Reasoning under uncertainty: Issues Learning : Decision Trees Learning : Neural Networks Back Propagation Learning
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