CS 151: Artificial Intelligence

Computer Science 151: Arificial Intelligence (Spring 2008)

Mon/Wed, 11am-12:15pm, Jacobs B134
Christine's office hours (Olin 1241): Tu4-5pm, W3:30-4:30pm * Tutoring hours (Jacobs B102 lab): TBA
cs151help@cs.hmc.edu

Schedule * Syllabus * Assignments * Written Problems * Links

I will make practice written problems available to help you prepare for the exam. These problems will be available in the Resouces folder of Sakai. I will add problems in batches (approximately weekly), and try to post solutions in a timely fashion. There will be about 1-2 problems per lecture. Here is a list of topics covered by each set of problems.

Weeks 1 and 2: Intro and search
Week 3: Game playing
Week 4: Local search and constraint satisfaction
Week 5: Bayesian networks
Week 6: Inference in Bayes nets
Week 7: HMMs
Week 8: Quiz (review previous problems)
Week 9: Speech, IR
Week 10: Learning in BNs and HMMs
Week 11: Utility theory and decisions
Week 12: Game theory and Reinforcement learning
Week 13: Quiz (review previous problems)
Week 14: Projects