Artificial Intelligence by Sudeshna Sarkar & Anupam Basu (IIT Kharagpur)

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source: nptelhrd     2008年10月14日
Computer Sc - Artificial Intelligence by Prof. Sudeshna Sarkar and Prof. Anupam Basu, Department of Computer Science & Engineering, IIT Kharagpur.

1 Introduction to Artificial Intelligence 57:31
2 Intelligent Agents 56:12
3 State Space Search 59:02
4 Uninformed Search 59:58
5 Informed Search 59:59
6 Informed Search - 2 54:52
7 Two Players Games - I 58:25
8 Two Players Games - II 56:39
9 Constraint Satisfaction Problems - 1 52:48
10 Constraint Satisfaction Problems 2 53:05
11 Knowledge Representation and Logic 56:59
12 Interface in Propositional Logic 52:46
13 First Order Logic 55:19
14 Reasoning Using First Order Logic 59:20
15 Resolution in FOPL 59:03
16 Rule Based System 57:18
17 Rule Based Systems II 56:31
18 Semantic Net 57:06
19 Reasoning in Semantic Net 56:41
20 Frames 59:52
21 Planning - 1 51:58
22 Planning - 2 55:38
23 Planning - 3 54:03
24 Planning - 4 58:38
25 Rule Based Expart System 59:32
26 Reasoning with Uncertainty - I 1:00:56
27 Reasoning with Uncertainty - II 59:04
28 Reasoning with Uncertainty III 58:51
29 Reasoning with Uncertainty - IV 58:44
30 Fuzzy Reasoning - I 56:30
31 Fuzzy Reasoning - II 59:18
32 Introduction to Learning - I 56:15
33 Introduction to Learning - II 59:30
34 Rule Induction and Decision Trees - I 58:25
35 Rule Induction and Decision Trees - II 56:40
36 Learning Using neural Networks - I 1:00:46
37 Learning Using Neural Networks - II 48:45
38 Probabilistic Learning 59:38
39 Natural Language Processing - I 57:29
40 Natural Language Processing II 56:25