National University Of Singapore

Introduction to Artificial Intelligence

CS3243

Iowa State Course Substitution

Principles of Artificial Intelligence

COMS 4720

Course Info

International Credits: 4.0
Converted Credits: 3.0
Country: Singapore
Language: English
Course Description:

The module introduces the basic concepts in search and knowledge representation as well as to a number of subareas 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.

Review

Evaluated Date:
May 30, 2023
Evaluated:
Yan-Bin Jia
Expiration Date:
May 30, 2028