Victor Lesser In-depth introduction to artificial intelligence concentrating on modern techniques for building intelligent agents. The course focuses on techniques that allow intelligent systems to operate in real-time and cope with missing information, uncertainty, and limited computational resources. Principles of knowledge representation and reasoning with first-order logic. Decision theory and the value of information. Perception and interpretation problems.
Intelligent agents architectures.
Supplemental readings will be distributed during the semester. Access to email and the World Wide Web is required. This is an official page of the University of Massachusetts Amherst Campus.