Meeting Schedule (tentative)
Date | Topic | Homework | Material |
01/20/21 | Introduction | Read chapters 1 and 3; skim chapter 2 Install Python 3.X and configure your IDE Join Piazza | intro |
01/22/21 | Search | HW0 (ungraded) assigned, due 1//29/21 Skim chapters 4 and 6 | UninformedSearch |
01/25/21 | Discussion | ||
1/27/21 | Informed Search | ||
1/29/21 | Informed Search (continued) | Read Chapter 5 | InformedSearch | 2/01/21 | Discussion |
2/03/21 | Other Search Methods | HW1 assigned, due 2/12/21 | OtherSearch |
2/05/21 | CSPs | CSPs | 2/08/21 | Discussion |
2/10/21 | Adversarial Search | GameSearch | |
2/12/21 | Planning | HW2 assigned, due 2/24/21 | planning | 2/15/21 | Discussion |
2/17/21 | Slack | Skim chapters 7-10 | |
2/24/21 | Slack | ||
2/19/21 | Logic and Theorem proving | Read chapter 14 Optional: The Cancer Cluster Myth | 2/22/21 | Discussion |
2/19/21 | Logic and Theorem proving | Read chapter 14 Optional: The Cancer Cluster Myth | logic |
2/26/21 | Logic and Intro Probability | 3/01/21 | Discussion |
3/03/21 | Midterm via Sakai (75 minutes in a 24 hour window) | Read chapter 16 | |
3/05/20 | Finish Logic | uncertainty | |
3/08/21 | Discussion | ||
3/10/21 | No Lecture | ||
3/12/21 | Uncertainty | HW3 assigned, due 3/24/21Read Chapter 17 (through 17.4) | |
3/15/21 | Discussion | ||
3/17/20 | Probability and Decision Theory Discussion | ||
3/19/20 | Decision Theory | Read chapter 21 | decisions |
3/22/21 | Discussion | ||
3/24/21 | Markov Decision Processes | Read Chapter 14 | mdp |
3/26/21 | Reinforcement Learning | HW4 assigned, due 4/7Read Chapter 22 | RL |
3/29/21 | Discussion | ||
03/31/21 | Reinforcement Learning (continued) | ||
4/02/21 | Bayesian Networks | bnets | |
4/05/21 | Discussion | ||
4/07/21 | Finish Bayes Nets, start HMMs | HMMs | |
4/09/21 | HMMs | ||
4/12/21 | No Discussion | HW5 posted, due 04/21/21 | |
4/14/21 | Finish HMMs | ||
4/16/21 | Intro to Machine Learning | ML Intro | |
4/19/21 | Discussion | ||
4/21/21 | Machine Learning (continued) | ||
4/23/21 | Deep Learning | DeepNetworks | |
04/27/10 | Final Exam starting 9:00 AM via Sakai (180 minutes in a 24 hour window) | ||