CSE 473: Introduction to Artificial Intelligence
Autumn 2026
Modeling Problems and Search
- Wed, Sep 30
- Project 0 Setup
- due Wed 10/7 at 11:59pm
- Fri, Oct 1
- R&N Chapter 2, “Some Studies in Machine Learning”, Samuel
- Mon, Oct 5
- R&N Chapter 3.1 - 3.4
- Homework 1 Search
- due Wed 10/14 at 11:59pm
- Project 1 Search
- due Mon 10/19 at 11:59pm
- R&N Chapter 3.1 - 3.4
- Wed, Oct 7
- R&N Chapter 3.5 - 3.7
- Project 0 Due
- R&N Chapter 3.5 - 3.7
- Fri, Oct 9
- R&N Chapter 5
- Mon, Oct 12
- R&N Chapter 6
- Wed, Oct 14
- Homework 1 Due
Reinforcement Learning
- Fri, Oct 16
- Homework 2 Reinforcement Learning
- due Fri 10/30 at 11:59pm
- R&N Chapter 17.1
- Mon, Oct 19
- R&N Chapter 17.2 - 17.3
- Project 2 Mult-Agent Search
- due Mon 11/2 at 11:59pm
- Project 1 Due
- R&N Chapter 17.2 - 17.3
- Wed, Oct 21
- R&N Chapter 21.1 - 21.2
- Fri, Oct 23
- Test Search and MDPs
- Mon, Oct 26
- R&N Chapter 21.3
- Wed, Oct 28
- R&N Chapter 21.3
Modeling Uncertainty
- Fri, Oct 30
- Homework 2 Due Reinforcement Learning
- R&N Chapter 13.1 - 13.5
- Homework 2 Due Reinforcement Learning
- Mon, Nov 2
- Homework 3 Probability Inference
- due Mon 11/16 at 11:59pm
- Project 2 Due Multi-Agent Search
- R&N Chapter 14.1 - 14.3
- Wed, Nov 4
- Project 3 Reinforcement Learning
- due Fri 11/20 at 11:59pm
- R&N Chapter 14.4
- Fri, Nov 6
- R&N Chapter 14.5
- Mon, Nov 9
- R&N Chapter 15.3, 15.5
- Wed, Nov 11
- Holiday Veterans Day, No Class
- Fri, Nov 13
- Test Reinforcement Learning, Probability, Bayes Nets
Machine Learning
- Mon, Nov 16
- 15 Machine Learning
- R&N Chapter 18.1 - 18.2
- Wed, Nov 18
- 16 Machine Learning II: Regression
- R&N Chapter 18.4 - 18.6
- Fri, Nov 20
- 17 Machine Learning III: Classification
- R&N Chapter 18.3 - 18.8
- Mon, Nov 23
- 18 Neural Networks
- R&N Chapter 18.7
- Wed, Nov 25
- 19 Deep Learning
- D2L Chapter 7, D2L Chapter 9
- Thur, Nov 26
- Holiday Thanksgiving
- Fri, Nov 27
- Holiday Thanksgiving Break; No Class
- Tue, Dec 15 2:30-4:20 PM
- Test Machine Learning and Language Models