Meeting Schedule
| Date | Topic | Homework | Material |
| 01/10/13 | Introduction | Read chapters 1 and 3; skim chapter 2 install python Download search.zip Run pacman.py (complete ASAP) Familiarize yourself with Python (Nothing to turn in) Eclipse users, try python console in eclipse |
intro.pdf |
| 01/15/13 | Search | Skim chapters 4 and 6 | search.pdf |
| 01/17/13 | Advanced Search and CSPs | search2.pdf | |
| 01/22/13 | Slack | HW1 assigned Skim chapter 10 |
|
| 01/24/13 | Planning | Read Chapter 5 | planning.pdf |
| 01/29/13 | Adversarial Search | Skim chapters 7-10 | game-search.pdf |
| 01/31/13 | Logic and Theorem proving | logic.pdf | |
| 02/05/13 | Slack | HW2 assignedRead Chapter 13 | |
| 02/7/13 | Uncertainty |
Read chapter 14
Optional: The
Cancer Cluster Myth Optional: The Hot Hand in Basketball: On the Misperception of Random Sequences | uncertainty.pdf |
| 02/12/13 | Bayesian Networks | bns.pdf | |
| 2/14/13 | slack | Read Chapter 16 | |
| 2/19/13 | Decision Theory | HW3 assigned Read Chapter 17 (through 17.4) | decisions.pdf |
| 2/21/13 | Markov Decision Processes | Read Chapter 21 | mdp.pdf |
| 2/26/13 | Slack | ||
| 2/28/13 | Reinforcement Learning | rl.pdf | |
| 3/5/13 | Canceled due to instructor illness | ||
| 3/7/13 | Canceled due to insructor illness | ||
| Spring Break | |||
| 3/19/13 | Finish RL, start HMMs | HW4 assignedRead Chapter 15 | HMMs |
| 3/21/13 | midterm | ||
| 3/26/12 | HMMs | ||
| 3/28/13 | Slack | ||
| 4/2/12 | Particle Filters | HW5 assigned | pfloc.pdf |
| 4/4/13 | Machine Learning Intro | Read chapter 18 | mlintro.pdf |
| 4/9/13 | Supervised Learning | supervised.pdf | |
| 4/11/13 | Clustering and Model Learning | Read Chapter 20HW6 | clustering.pdf |
| 4/16/13 | Note: Class will end at 3:50 due to David Ferrucci Talk | ||
| 4/18/13 | Read section 17.5 | ||
| 4/23/12 | Intro to Game Theory | ||
| 4/29/12 | Final Exam 9:00 AM - Noon LSRC D106 | ||