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Last updated: Tuesday, January 4, 2011 11:41:58 PM SGT Solutions to tutorials now only available to IPs within the .sg TLD and within 137. IP address family (NUS). Slides updated for 3e version of textbook. Archived webcast lectures now also available, click on the title of the Lecture to view the webcast..

Your teaching staff will try their best to provide you with detailed assessment marks within three weeks of the submission due date. You are welcome to debate/argue for any extra points that you feel that you deserve within one week after the initial grades have been released.

If possible, please use the foils and tutorials that are located in the IVLE workbin rather than the ones listed on this publicly available website. The IVLE workbin copies are the most authoritative and will contain occasional corrections to the lecture notes and tutorial questions and answers (credits go to Ben Leong for reformatting the tutorial questions for LaTeX; and to Tan Yee Fan for contributing new questions).

Any questions about this information should be directed to the general forum on IVLE. The lecture notes have been adapted from earlier notes by Prof. Ng Hwee Tou and Prof. Tan Chew Lim, which in turn have been adapted from the original slides from Stuart Russell and Peter Norvig. Our former teaching assistant, Mr. Huang Weihua, contributed the slides for the optional lectures on vision and robotics. There's also a good set of complementary notes by the MIT OpenCourseWork project. You might want to consult and/or print them out.

Date Description Tutorials / Deadlines
S1: 12 Aug Introduction to AI and Agents

Orientation (v 100812) [ .pdf ]
Introduction (v 100812, Chapter 1) [ .pdf ]
Intelligent Agents (v 100812, Chapter 2) [ .pdf ]

S2: 19 Aug Blind Search

Solving problems by searching (v 100817, Chapter 3, Sections 1-4) [ .pdf ]

S3: 26 Aug Informed Search

Informed Search and Exploration (v 100824, Sections 3.5 and 4.1) [ .pdf ]

- Tutorial 1: Agents - Answers
- Homework 1 distributed.
S4: 2 Sep Game Playing

Adversarial Search (v 100901, a few additional slides, Chapter 5) [ .pdf ]

- Tutorial 2: Uninformed Search - Answers
S5: 9 Sep Constraint Satisfaction

Constraint Satisfaction Problems (v 100909, Chapter 6) [ .pdf ]

- Tutorial 3: Adversarial and Informed Search - Answers
S6: 16 Sep Midterm
45-minute lecture follows midterm: Introduction to Advanced AI Topics

Introduction to Advanced Topics (v100914), see misc for videos) [ .pdf ]
Algorithms Addendum for Chapters 2-4,6 (v 1.1) [ .pdf ]

- Midterm test: Closed Book
- No tutorial this week
Mid-semester Break: 19 - 27 Sep
S7: 30 Sep Logical Agents and Propositional Logic

Logical Agents (v 100930), Chapter 7) [ .pdf ]

- Tutorial 4: Constraint Satisfaction - Answers
- Homework 1 due
S8: 7 Oct First-Order Logic and Prolog

Introduction to First-Order Logic and Prolog (v100930) [ .pdf ]

- Tutorial 5: Propositional Logic - Answers
- Team/Individual Homework 2 released.
S9: 14 Oct Logical Inference

Logical Inference (v101011, Chapters 7, 8, 9 + Prolog) [ .pdf ]

- Tutorial 6: First Order Logic - Answers
S10: 21 Oct Uncertainty

Uncertainty and Probabilistic Reasoning (v 101017, Chapter 13 and part of 14) [ .pdf ]

- Tutorial 7: Inference and FOL - Answers
S11: 28 Oct Learning

Learning from Observations (v 101023, parts of Chapter 18) [ .pdf ]

- Tutorial 8: Uncertainty and Bayesian Networks - Answers
S12: 4 Nov Natural Language Processing

Communication (v 101103, parts of Chapter 23) [ .pdf ]

- Tutorial 9: Learning - Answers
- Homework 2 due
S13: 11 Nov Exam Revision (Check out misc for past exams)

Revision (v 101109) [ .pdf ]

- Tutorial 10: Natural Language Processing - Answers
23 Nov
(Tuesday)
Final Exam (Evening)
Venue: TBA

Min-Yen Kan <kanmy@comp.nus.edu.sg> Created on: Friday, July 2, 2010 05:39:52 PM SGT | RCS: $Id: syllabus.html,v 1.2 2004/08/11 06:00:38 kanmy Exp kanmy $ | Version: 1.0 | Last modified: Wed Jan 5 00:02:55 2011