Artificial Intelligence Tutorial

Artificial intelligence topics
Post Reply
Tony
Lieutenant
Lieutenant
Posts: 86
Joined: Tue Jul 21, 2009 4:11 pm

Artificial Intelligence Tutorial

Post by Tony » Thu Sep 24, 2009 11:01 pm

Lecture - 1 Introduction
[media]http://www.youtube.com/watch?v=eLbMPyrw4rw[/media]

Lecture - 2 Problem Solving by Search
[media]http://www.youtube.com/watch?v=FQWTa3XjyWg[/media]

Lecture - 3 Searching with Costs
[media]http://www.youtube.com/watch?v=sWLTSmz9RIE[/media]

Lecture - 4 Informed State Space Search
[media]http://www.youtube.com/watch?v=8BvmqPymyfY[/media]

Lecture - 5 Heuristic Search: A* and Beyond
[media]http://www.youtube.com/watch?v=5g6iT_26zGQ[/media]

Lecture - 6 Problem Reduction Search: AND/OR Graphs
[media]http://www.youtube.com/watch?v=oPVj17gB7gY[/media]

Lecture - 7 Searching Game Trees
[media]http://www.youtube.com/watch?v=SO-oXQgvJt4[/media]

Lecture - 8 Knowledge Based Systems: Logic and Deduction
[media]http://www.youtube.com/watch?v=7gJth7_Slls[/media]

Lecture - 9 First Order Logic
[media]http://www.youtube.com/watch?v=GH8yBBC9n3Y[/media]

Lecture - 10 Inference in First Order Logic
[media]http://www.youtube.com/watch?v=sdx6E2w9Td0[/media]

Lecture - 11 Resolution - Refutation Proofs
[media]http://www.youtube.com/watch?v=1X0R9RNidWk[/media]

Lecture - 12 Resolution Refutation Proofs
[media]http://www.youtube.com/watch?v=cx5b0kyu-jU[/media]

Lecture - 13 Logic Programming Prolog
[media]http://www.youtube.com/watch?v=jySpg72Vbc4[/media]

Lecture - 14 Prolog Programming
[media]http://www.youtube.com/watch?v=iJhtgWAGUAQ[/media]

Lecture - 15 Prolog: Exercising Control
[media]http://www.youtube.com/watch?v=1GOas_vyWgc[/media]

Lecture - 16 Additional Topics
[media]http://www.youtube.com/watch?v=814sPKXlUok[/media]

Lecture - 17 Introduction to Planning
[media]http://www.youtube.com/watch?v=Dw5GFTj176w[/media]

Lecture - 18 Partial Order Planning
[media]http://www.youtube.com/watch?v=kyCibTQQQBE[/media]

Lecture - 19 GraphPLAN and SATPlan
[media]http://www.youtube.com/watch?v=VmgMlP1Nevk[/media]

Lecture - 20 SATPlan
[media]http://www.youtube.com/watch?v=8v1gUk4Mp2E[/media]

Lecture - 21 Reasoning Under Uncertainty
[media]http://www.youtube.com/watch?v=1BRIjhX4JdU[/media]

Lecture - 22 Bayesian Networks
[media]http://www.youtube.com/watch?v=rFQsbArQE6Y[/media]

Lecture - 23 Reasoning with Bayes Networks
[media]http://www.youtube.com/watch?v=cMN6ykIYF_U[/media]

Lecture - 24 Reasoning with Bayes networks (Contd.)
[media]http://www.youtube.com/watch?v=bD1NAjLlT6Y[/media]

Lecture - 25 Reasoning Under Uncertainty Issues
[media]http://www.youtube.com/watch?v=P1b9Y4aacOE[/media]

Lecture - 26 Learning : Decision Trees
[media]http://www.youtube.com/watch?v=pMHOPezBUfU[/media]

Lecture - 27 Learning : Neural Networks
[media]http://www.youtube.com/watch?v=6ixqKw7uK6o[/media]

Lecture - 28 Back Propagation Learning
[media]http://www.youtube.com/watch?v=UnWL2w7Fuo8[/media]
Post Reply

Return to “Artificial Intelligence”