Module Identifier | COM6010 | ||
Module Title | ARTIFICIAL INTELLIGENCE | ||
Academic Year | 2001/2002 | ||
Co-ordinator | Dr Mora McCallum | ||
Semester | Available all semesters | ||
Pre-Requisite | CO21120 , Available only to students taking the Diploma/MSc in Computer Science scheme in Singapore. | ||
Course delivery | Contact Hours | 34 hours of contact time plus about 65 hours of self study, practicals and assessment. | |
Assessment | Supplementary examination | Supplementary examination will take the same form, under the terms of the Department's policy. | |
Exam | 2 Hours | 100% | |
Further details | http://www.aber.ac.uk/compsci/ModuleInfo/COM6010 |
2. Intelligent Agents
How can we build an intelligent robot? Sensing, Action and Cognition. The symbolic approach. Memory, representation and reasoning.
3. Machine Vision
How can robots see? The nature of the vision task. Computer vision and image processing.
4. Knowledge
How can robots think? Knowledge representation methods. Reasoning and inference.
5. Expert Systems
How can human expertise be automated? Example applications and commercial successes. How to build an expert system - system concepts and architectures. Rule-based systems: design, operation and worked examples. Knowledge bases and knowledge based systems.
6. Artificial Brains
How can robot brains be built? Artificial neural nets, pattern recognition and learning.
7. Search and reasoning
Why do we need search? Evaluation of search strategies. Un-informed search techniques. Informed search techniques.
8. Machine Learning
How can a computer program learn? Inductive learning. Structural methods. Genetic algorithms.
9. Learning application
Case-based reasoning. Data mining.