Total 28 Videos found in Category "Computer Sc - Artificial Intelligence - Prof. P. Dasgupta"


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

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