CPE 457 - Introduction to Artificial Intelligence
Introduction to AI. Brief history. Different agent architectures.Search: uninformed and heuristic search, A*, local search and optimization. Constraint satisfaction problems. Game playing and adversarial search.Knowledge Representation. Logical reasoning. Propositional logic. Planning algorithms.Reasoning under uncertainty. Bayes rule. Belief networks. Decision making. Utility theory. Reinforcement learning. Game theory applications.