CPS 270
Introduction to Artificial Intelligence

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 assigned
Read 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 assigned
Read 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 20
HW6
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