COL333

COL333
Principles of Artificial Intelligence
Credits	4
Structure	3-0-2
Pre-requisites	COL106
Overlaps	COL671, COL770, ELL789

COL333 : Principles of Artificial Intelligence

Philosophy of artificial intelligence, problem solving, search techniques, constraint satisfaction, game playing (minimax, expectiminimax), automated planning, knowledge representation and reasoning through logic, knowledge representation and reasoning through fuzzy logic and Bayesian networks, Markov decision processes, machine learning, neural networks, reinforcement learning, soft computing, introduction to natural language processing.