EEI564 Computer Modelling of Intelligent Agents

Code EEI564
Name Computer Modelling of Intelligent Agents
Status Courses of Free Choice
Level and type Post-graduate Studies, Academic
Faculty Department of Industrial Electronics and Electrical Technologies
Academic staff Anatolijs Ļevčenkovs, Mihails Gorobecs
Credit points 6.0 (9.0 ECTS)
Parts 2
Annotation This course studies modelling of intelligent agents for solving complex tasks of mechatronics systems in computer control of electrotechnology at theoretical and practical level. It involves algorithms of search, planning, neural networks, clustering, fuzzy logic, genetic, machine learning, constraint satisfaction and bayesian networks to solve tasks of finding path from start state to goal state, identifying the best action sequence to reach the goal, creating programs structured like human brain and solving NP-complete problems in computer control of electrotechnology using intelligent multi-agent systems..
Course prerequisites

[Extended course information PDF]