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Title: Artificial Intelligence
Department: Computer Science and Engineering
Author: Prof. P.Dasgupta
University: IIT Kharagpur
Type: WebLink
Abstract: 1 ' Introduction to Artificial Intelligence
2 ' Problem Solving by Search
3 ' Searching with Costs
4 ' Informed State Space Search
5 ' Heuristic Search: A* and Beyond
6 ' Problem Reduction Search: AND/OR Graphs
7 ' Searching Game Trees
8 ' Knowledge Based Systems: Logic and Deduction
9 ' First Order Logic
10 ' Inference in First Order Logic
11 ' Resolution ' Refutation Proofs
12 ' Resolution Refutation Proofs
13 ' Logic Programming : Prolog
14 ' Prolog Programming
15 ' Prolog: Exercising Control
16 ' Additional Topics
17 ' Introduction to Planning
18 ' Partial Order Planning
19 ' GraphPLAN and SATPlan
20 ' SATPlan
21 ' Reasoning Under Uncertainity
22 ' Bayesian Networks
23 ' Reasoning with Bayes Networks
24 ' Reasoning with Bayes networks (Contd.)
25 ' Reasoning Under Uncertainity: Issues
26 ' Learning : Decision Trees
27 ' Learning : Neural Networks
28 ' Back Propagation Learning

 
   
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