AIML 2211 - Introduction to Artificial Intelligence

Prerequisites: AIML 1120, CSCI 1166, and AIML 2226 or CSCI 2226. Foundations of artificial intelligence covering core paradigms and techniques. Topics include intelligent agents, problem-solving through search, constraint satisfaction, adversarial game playing, knowledge representation and logical reasoning, probabilistic reasoning with Bayesian networks, and sequential decision-making with Markov decision processes. Students implement AI algorithms and apply them to solve structured problems. 3 credits.