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