91.420 Artificial Intelligence

Artificial Intelligence

Course Details
Min Credits 3
Max Credits 3
Course ID 8104
Status Active

Topics include: search techniques and their properties, including A*; game-playing, including adversarial and stochastic search; probabilistic reasoning, including Markov Decision Processes and Hidden Markov Models; and reinforcement learning, including value iteration and q-learning. Topics are developed theoretically and with programming assignments. The course includes a student-directed final project and paper.

Pre/Co-Requisites: Co-req: 91.301 Organization of Programming Languages and 92.386 Probability and Statistics I.