CS 3243 - Introduction to Artificial Intelligence NUS SoC, 2010/2011, Semester I LT 19 / Thursdays 10:00-12:00

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Last updated: Monday, November 8, 2010 11:04:22 PM SGT . Updated final exam information.

Module Description (excerpted from the bulletin): The module introduces the basic concepts in search and knowledge representation as well as to a number of sub-areas of artificial intelligence. It focuses on covering the essential concepts in AI. The module covers Turing test, blind search, iterative deepening, production systems, heuristic search, A* algorithm, minimax and alpha-beta procedures, predicate and first-order logic, resolution refutation, non-monotonic reasoning, assumption-based truth maintenance systems, inheritance hierarchies, the frame problem, certainly factors, Bayes' rule, frames and semantic nets, planning, learning, natural language, vision, and expert systems and LISP.

Course Characteristics:

• Modular credits: 4.
• Prerequisites: (CS 1102 Data Structures and Algorithms) and (CS 1231 or CS 1231S Discrete Structures). Exceptions to these pre-requisites can be made on a case-by-case basis only. See instructor for details.
• Instructor: Min-Yen KAN, <kanmy@comp.nus.edu.sg>. Office: AS6 05-12 (x1885). Office hours (after class) on Thursdays, 16:00-18:00, or by appointment. Emails to me as a default are assumed to be public, and my replies and your anonymized email will likely be posted to IVLE. Please let me know if you do not want the contents of your email posted; I will be happy to honor your requests.
  TA: NG Jun Ping, <ngjp@comp,nus.edu.sg>. Office hours: 15:00-16:00 Mondays (CL Lab, AS6 #04-13)
• Workload: (2-1-0-3-3) 2 lecture hours, 1 tutorial hour, 3 hours for assignments, and 3 hours preparation per week.
• Textbooks: Our textbook will be the same textbook as last semester, except those of you who are buying new textbooks should get the new 3rd edition. The old second edition textbook will still suffice for this course. Copies are also on reserve (RBR) at both the Science Library and the Central Library. The Co-op has ordered them and should have them on time for the beginning of the course.
  • Stuart Russell and Peter Norvig (2010) Artificial Intelligence: A Modern Approach, Prentice Hall, 3rd Edition.
    [ Check LINC for book ]
• Tutorial Sessions: According to IVLE, 4 sessions (Monday afternoons 16:00-17:00, 17:00-18:00; and Thursday afternoons 14:00-15:00, 15:00-16:00)
• Final Exam: Tuesday, 23 November 2010 (Evening). The exam is open book. Please remember to bring a (non-programmable) calculator.

Note to NUS-external visitors: Welcome! If you're a fellow A.I. course instructor looking for lecture material, you can see the syllabus menu item on the left for a preview. Please contact me if you'd like to use any of my material. Thanks!

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Min-Yen Kan <kanmy@comp.nus.edu.sg> Friday, July 2, 2010 05:39:14 PM SGT | Version: 1.0 | Last modified: Mon Nov 8 23:04:37 2010