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Showing posts with label Introduction to Artificial Intelligence. Show all posts
Showing posts with label Introduction to Artificial Intelligence. Show all posts

Introduction to Artificial Intelligence

Introduction to Artificial Intelligence

Lectures :

Lecture Topic
Readings in AIMA
30
Introduction, history
Chapter 1
1
Intelligent agents
Chapter 2
6
Problem solving, uninformed search
Chapter 3
8
A* search and heuristic functions
Chapter 4.1-4.2
13
Local and online search
Chapter 4.3-4.5
15
Constraint satisfaction
Chapter 5.1-5.2
20
Constraint satisfaction contd.
Chapter 5.3-5.4
22
Game-playing
Chapter 6
27
Logical agents; propositional logic
Chapter 7.1-7.4
29
Inference in propositional logic
Chapter 7.5-7.7
4
First-order logic
Chapter 8.1-8.3
6
Actions in first-order logic; inference
Chapter 10.3, Chapter 9.1-9.2
11
Inference contd., logic programming
Chapter 9.3-9.5
13
Planning
Chapter 11.1-11.3
18
Midterm
20
Probability theory
Chapter 13
25
Bayesian networks
Chapter 14.1-14.3
27
Inference in Bayesian networks
Chapter 14.4-14.5
1
Temporal probability models, speech recognition
Chapter 15.1-15.6
3
Rational decisions
Chapter 16.1-16.3, 16.4-16.6
8
Sequential decisions
Chapter 17.1-17.4
10
Decision tree learning
Chapter 18.1-18.3
15
Statistical learning
Chapter 20.1-20.3
17
Neural networks
Chapter 20.5
22
Reinforcement learning
Chapter 21.1-21.4
24
Thanksgiving
29
Natural language communication and syntax
Chapter 22.1-22.3
1
Natural language semantics
Chapter 22.5-22.7
6
Robotics
Chapter 24
8
Philosophical issues
Chapter 25.1-25.4
19
Final (12.30pm - 3.30pm)
Download :

[ ]chapter01-6pp.pdf29-Aug-2005 23:0160K
[ ]chapter01-6pp.ps29-Aug-2005 23:01208K
[ ]chapter01.pdf29-Aug-2005 23:0186K
[ ]chapter01.ps29-Aug-2005 23:01196K
[ ]chapter02-6pp.pdf01-Sep-2005 11:1287K
[ ]chapter02-6pp.ps01-Sep-2005 11:122.2M
[ ]chapter02.pdf01-Sep-2005 11:12103K
[ ]chapter02.ps01-Sep-2005 11:122.2M
[ ]chapter03-6pp.pdf06-Sep-2005 11:03327K
[ ]chapter03-6pp.ps06-Sep-2005 11:033.5M
[ ]chapter03.pdf06-Sep-2005 11:03384K
[ ]chapter03.ps06-Sep-2005 11:033.4M
[ ]chapter04a-6pp.pdf07-Sep-2005 22:4279K
[ ]chapter04a-6pp.ps07-Sep-2005 22:421.2M
[ ]chapter04a.pdf07-Sep-2005 22:42108K
[ ]chapter04a.ps07-Sep-2005 22:421.2M
[ ]chapter04b-6pp.pdf13-Sep-2005 09:3597K
[ ]chapter04b-6pp.ps13-Sep-2005 09:35422K
[ ]chapter04b.pdf13-Sep-2005 09:35104K
[ ]chapter04b.ps13-Sep-2005 09:35414K
[ ]chapter05-6pp.pdf14-Sep-2005 22:29293K
[ ]chapter05-6pp.ps14-Sep-2005 22:29893K
[ ]chapter05.pdf14-Sep-2005 22:29335K
[ ]chapter05.ps14-Sep-2005 22:29877K
[ ]chapter06-6pp.pdf20-Sep-2005 12:19132K
[ ]chapter06-6pp.ps20-Sep-2005 12:19594K
[ ]chapter06.pdf20-Sep-2005 12:19152K
[ ]chapter06.ps20-Sep-2005 12:18580K
[ ]chapter07-6pp.pdf27-Sep-2005 11:38267K
[ ]chapter07-6pp.ps27-Sep-2005 11:371.1M
[ ]chapter07a-6pp.pdf28-Sep-2005 21:36193K
[ ]chapter07a-6pp.ps28-Sep-2005 21:36682K
[ ]chapter07a.pdf28-Sep-2005 21:36220K
[ ]chapter07a.ps28-Sep-2005 21:36666K
[ ]chapter07b-6pp.pdf28-Sep-2005 23:48147K
[ ]chapter07b-6pp.ps28-Sep-2005 23:481.4M
[ ]chapter07b.pdf28-Sep-2005 23:48177K
[ ]chapter07b.ps28-Sep-2005 23:481.4M
[ ]chapter08-6pp.pdf03-Oct-2005 17:4781K
[ ]chapter08-6pp.ps03-Oct-2005 17:47307K
[ ]chapter08.pdf03-Oct-2005 17:47103K
[ ]chapter08.ps03-Oct-2005 17:47293K
[ ]chapter09-6pp.pdf05-Oct-2005 21:46131K
[ ]chapter09-6pp.ps05-Oct-2005 21:46467K
[ ]chapter09.pdf05-Oct-2005 21:46164K
[ ]chapter09.ps05-Oct-2005 21:46449K
[ ]chapter13-6pp.pdf20-Oct-2005 11:40123K
[ ]chapter13-6pp.ps20-Oct-2005 11:39559K
[ ]chapter13.pdf20-Oct-2005 11:40148K
[ ]chapter13.ps20-Oct-2005 11:39543K
[ ]chapter14a-6pp.pdf24-Oct-2005 11:29190K
[ ]chapter14a-6pp.ps24-Oct-2005 11:29583K
[ ]chapter14a.pdf24-Oct-2005 11:29214K
[ ]chapter14a.ps24-Oct-2005 11:29571K
[ ]chapter14b-6pp.pdf27-Oct-2005 11:50188K
[ ]chapter14b-6pp.ps27-Oct-2005 11:50673K
[ ]chapter14b.pdf27-Oct-2005 11:50216K
[ ]chapter14b.ps27-Oct-2005 11:50657K
[ ]chapter15a-6pp.pdf01-Nov-2005 10:45221K
[ ]chapter15a-6pp.ps01-Nov-2005 10:45866K
[ ]chapter15a.pdf01-Nov-2005 10:45254K
[ ]chapter15a.ps01-Nov-2005 10:45850K
[ ]chapter16-short-6pp.pdf03-Nov-2005 09:44131K
[ ]chapter16-short-6pp.ps03-Nov-2005 09:44504K
[ ]chapter16-short.pdf03-Nov-2005 09:44150K
[ ]chapter16-short.ps03-Nov-2005 09:44494K
[ ]chapter17-6pp.pdf09-Nov-2005 18:4472K
[ ]chapter17-6pp.ps09-Nov-2005 18:44288K
[ ]chapter17.pdf09-Nov-2005 18:4482K
[ ]chapter17.ps09-Nov-2005 18:44280K
[ ]chapter18-6pp.pdf15-Nov-2005 12:28114K
[ ]chapter18-6pp.ps15-Nov-2005 12:28463K
[ ]chapter18.pdf15-Nov-2005 12:28134K
[ ]chapter18.ps15-Nov-2005 12:28451K
[ ]chapter20a-6pp.pdf16-Nov-2005 23:21160K
[ ]chapter20a-6pp.ps16-Nov-2005 23:21382K
[ ]chapter20a.pdf16-Nov-2005 23:21172K
[ ]chapter20a.ps16-Nov-2005 23:21374K
[ ]chapter20b-6pp.pdf28-Nov-2005 18:23305K
[ ]chapter20b-6pp.ps28-Nov-2005 18:233.9M
[ ]chapter20b.pdf28-Nov-2005 18:23383K
[ ]chapter20b.ps28-Nov-2005 18:233.9M
[ ]chapter21-6pp.pdf22-Nov-2005 10:30219K
[ ]chapter21-6pp.ps22-Nov-2005 10:309.8M
[ ]chapter21.pdf22-Nov-2005 10:30226K
[ ]chapter21.ps22-Nov-2005 10:309.8M
[ ]chapter22-6pp.pdf01-Dec-2005 11:0993K
[ ]chapter22-6pp.ps01-Dec-2005 11:09424K
[ ]chapter22.pdf01-Dec-2005 11:09139K
[ ]chapter22.ps01-Dec-2005 11:09400K
[ ]chapter25-6pp.pdf02-Dec-2005 11:414.7M
[ ]chapter25-6pp.ps02-Dec-2005 11:4131M
[ ]chapter25.pdf02-Dec-2005 11:414.8M
[ ]chapter25.ps02-Dec-2005 11:4031M


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