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| Date | Topics | Artificial Intelligence | Additional Readings | Assignment Due in Class | Slides |
|---|---|---|---|---|---|
| January 8 | What is AI? | Chapter 1 |
Brooks Turing, Sec. 1-5,7 | 1 | |
| January 10 | Intelligent Agency | Chapter 2 | 2 | ||
| January 15 | Basic & Heuristic Search | Chapter 3 | Scheme | 3 | |
| January 17 | Informed & Optimal Search, Game Search | Chapter 4, 6 | 4 | ||
| January 22 | Adversarial & Game Search | Chapter 6 | Search | 5 | |
| January 24 | Constraint Satisfaction | Chapter 5 | 6 | ||
| January 29 | Genetic Search Learning | Chapter 4.3 | Games and Constraints | 7 | |
| January 31 | Learning: Nearest Neighbor Information Retrieval | Chapter 20.4 | Hubs and Authorities | 8 | |
| February 5 | Learning: Nearest Neighbor Information Retrieval | Chapter 20.4 | Hubs and Authorities | GAs | 9 |
| February 7 | Midterm Exam | Practice More Practice | 10 | ||
| February 12 | Learning: Decision Trees | Chapter 18 | 11 | ||
| February 14 | Perceptrons, Neural Networks | Chapter 20.5 | 11 | ||
| February 19 | Bayes' Nets Medical Reasoning | Chapter 13,14 | Szolovits | Decision Trees | 11 |
| February 21 | Probabilistic Reasoning II Spam Assassin | Chapter 13,14 | 12 | ||
| February 26 | Probabilistic Reasoning II Hidden Markov Models | Bayesian Inference | 13 | ||
| February 28 | Probabilistic Language Processing | Chapter 23 | 14 | ||
| March 4 | Probabilistic Language Processing | Chapter 23 | Chapter 6 | Speech Processing | 16 |
| March 6 | No class | 17 | |||
| March 11 | Robotics Roomba and Rovers | 18 | |||
| March 18 10:30-12:30 Ry 276 | Final Exam | Practice 1 Solution 1 Practice 2 Solution 2 Practice 3 Solution 3 |