Introduction to Artificial Intelligence
00:59:46Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
Course
Computer Science - Artificial Intelligence
Lecture Series on Artificial Intelligence by Prof.P.Dasgupta, Department of Computer Science and Engineering, IIT Kharagpur.
28 Lectures
-
-
Problem Solving by Search
00:59:52Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Searching with Costs
00:59:55Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Informed State Space Search
00:59:55Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Heuristic Search: A* and Beyond
00:59:56Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Problem Reduction Search: AND/OR Graphs
00:59:52Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Searching Game Trees
00:59:55Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Knowledge Based Systems: Logic and Deduction
00:59:55Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
First Order Logic
00:59:50Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Inference in First Order Logic
00:59:55Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Resolution - Refutation Proofs
00:59:56Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Resolution Refutation Proofs
01:00:00Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Logic Programming : Prolog
00:59:50Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Prolog Programming
00:59:44Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Prolog: Exercising Control
00:59:48Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Additional Topics
00:59:53Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Introduction to Planning
00:59:54Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Partial Order Planning
00:59:58Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
GraphPLAN and SATPlan
00:59:56Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
SATPlan
00:59:56Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Reasoning Under Uncertainity
00:59:47Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Bayesian Networks
00:59:54Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Reasoning with Bayes Networks
00:59:56Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Reasoning with Bayes Networks (Contd.)
00:59:50Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Learning : Neural Networks
00:59:55Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Reasoning Under Uncertainity: Issues
00:59:54Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Back Propagation Learning
00:59:48Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur
-
Learning : Decision Trees
00:59:50Pallab Dasgupta, Artificial Intelligence — Indian Institute of Technology, Kharagpur