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Last updated: Wed Oct 31 09:29:10 SGT 2007 Solutions to tutorials now only available to IPs within the .sg TLD

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: 13 Aug Introduction to AI and Agents

Orientation (v 2.0) [ .pdf ] [ .htm ]
Introduction (v 2.0, Chapter 1) [ .pdf ] [ .htm ]
Intelligent Agents (v 1.0, Chapter 2) [ .pdf ] [ .htm ]

S2: 20 Aug Blind Search

Solving problems by searching (v 1.0, Chapter 3) [ .pdf ] [ .htm ]
Bi-directional search addendum, 2 slides (v 1.0, Chapter 3) [ .pdf ] [ .htm ]

S3: 27 Aug Informed Search

Informed Search and Exploration (v 2.0, Chapter 4) [ .pdf ] [ .htm ]

- Tutorial 1: Agents - Answers
- Homework 1 distributed.
S4: 3 Sep Game Playing

Adversarial Search (v 2.0 (only slightly modified no new material), Chapter 6) [ .pdf ] [ .htm ]

- Tutorial 2: Uninformed Search - Answers
S5: 10 Sep Constraint Satisfaction

Constraint Satisfaction Problems (v 2.0, Chapter 5, no content changed, just details w.r.t. this year) [ .pdf ] [ .htm ]

- Tutorial 3: Adversarial and Informed Search - Answers
S6: 17 Sep Midterm
45-minute lecture follows midterm: Introduction to Advanced AI Topics

Introduction to Advanced Topics (v2.0, see misc for videos) [ .pdf ] [ .htm ]
Algorithms Addendum for Chapters 2-4,6 (v 1.1) [ .pdf only ]

- Midterm test: Closed Book
- No tutorial this week
- Self-selection of teams, and assignment of Homework 2 preferences
Mid-semester Break: 21 - 27 Sep
S7: 1 Oct Logical Agents and Propositional Logic

Logical Agents (v 1.2, Chapter 7, .pdf file regenerated) [ .pdf ] [ .htm ]

- Tutorial 4: Constraint Satisfaction - Answers
- Homework 1 due
S8: 8 Oct First-Order Logic and Prolog

Introduction to First-Order Logic and Prolog (v 1.0) [ .pdf ] [ .htm ]

- Tutorial 5: Propositional Logic - Answers
- Team/Individual Homework 2 released.
S9: 15 Oct Logical Inference

Logical Inference (v1.0, Chapters 7, 8, 9 + Prolog) [ .pdf ] [ .htm ]

- Tutorial 6: First Order Logic - Answers
S10: 22 Oct Natural Language Processing

Communication (v 1.0) [ .pdf ] [ .htm ]

- Tutorial 7: Inference and FOL - Answers
S11: 29 Oct Uncertainty

Uncertainty (v 1.1, Chapter 13) [ .pdf ] [ .htm ]
Probabilistic Reasoning (v 1.1, Chapter 14) [ .pdf ] [ .htm ]

- Tutorial 8: Natural Language Processing - Answers
S12: 5 Nov Learning

Learning from Observations (v 1.1, Chapter 18) [ .pdf ] [ .htm ]

- Tutorial 9: Uncertainty and Bayesian Networks - Answers
- Homework 2 due
S13: 12 Nov Exam Revision (Check out misc for past exams)

Revision (v 1.0) [ .pdf ] [ .htm ]

- Tutorial 10: Learning - Answers
27 Nov
(Tuesday)
Final Exam (Afternoon)
Venue: TBA

Min-Yen Kan <kanmy@comp.nus.edu.sg> Created on: Mon Dec 1 19:36:22 2003 | RCS: $Id: syllabus.html,v 1.2 2004/08/11 06:00:38 kanmy Exp kanmy $ | Version: 1.0 | Last modified: Wed Oct 31 09:30:33 2007