Instructor: Doug Downey
Office Hours: Thursdays, 2:00-3:00 (or by appt), Ford 3-345
Teaching Assistant: Vaibhav Rastogi
Office Hours:Tuesdays, 2:00-3:00 (or by appt), Ford 2-205
Problem Set 1 | Due 11:59PM Monday, April 12 |
Problem Set 2 | Mail TA with teams by Wednesday, April 14 (see guidelines) Due 11:59PM Thursday, April 22 |
Problem Set 3 | Due 11:59PM Wednesday, May 5 |
Problem Set 4 | Due 11:59PM Tuesday, May 11 |
Problem Set 5 | Due 12:00 Noon Thursday, May 20 |
Problem Set 6 | Due 11:59PM Friday, June 4 |
Week 1 | Introduction Search |
Week 2 | Heuristic Search |
Week 3 | Games Chess Games -- summary |
Week 4 | Constraint Satisfaction Logical Agents |
Week 5 | Continue with logic, no class Monday |
Week 6 | First-order Logic Inference in First-order Logic Note typo: bottommost green box on slide #46 should be not Enemy(Nono, America) |
Week 7 | Challenges for Logic Systems Intro to Machine Learning |
Week 8 | Decision Trees |
Week 9 | Probabilistic Reasoning Bayes Nets |
Week 1 | Ch. 1 & 3 (through 3.4) |
Week 2 | Ch. 3 (3.5, 3.6) Ch. 4 (4.1, 4.2) |
Week 3 | Ch. 5 |
Week 4 | Ch. 6 (through 6.4) |
Week 5 | Ch. 7 |
Week 6 | Ch. 8, skim Ch. 10 |
Week 8 | Ch. 18 |
Week 9 | Ch. 13,14 |