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