| CSE 4309 / CSE 5361 - Artificial Intelligence II
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| Tentative Lecture and Assignment Schedule
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| Spring Semester 2013 - TTh 2:00 - 3:20
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| Class | Date | Readings | Lecture Topics | Assignments |
| 1 | 01/15 | RN Ch. 1-2 | Course Details and Overview | |
| 2 | 01/17 | RN Ch. 3 | Review - Search | |
| 3 | 01/22 | RN Ch. 10.1-10.3 | Review - Planning | |
| 4 | 01/24 | RN Ch. 11.1-11.3 | Review - Planning with Uncertainty | |
| 5 | 01/29 | RN Ch. 13, 16.1-16.4 | Representing Uncertainty - Probability and Decision Theory | |
| 6 | 01/31 | RN Ch. 14.1-14.3 | Uncertainty and Bayesian Networks | |
| 7 | 02/05 | RN Ch 14.4 | Bayesian Networks and Exact Inference | |
| 8 | 02/07 | RN Ch. 14.5 | Sampling-Based Inference Methods | |
| 9 | 02/12 | RN Ch. 16.5 | Decision Networks | |
| 10 | 02/14 | RN Ch. 15.1-15.3 | Markov Models | Homework1 due |
| 11 | 02/19 | RN Ch. 15.5 | Hidden Markov Models and Dynamic Bayesian Networks | |
| 12 | 02/21 | RN Ch. 20.3.3 | Hidden Markov Models | |
| 13 | 02/26 | RN Ch. 17.1 | Markov Decision Processes | |
| 14 | 02/28 | RN Ch. 17.2-17.3 | MDPs and Utility-Based Agents | |
| 15 | 03/05 | RN Ch. 21.1-21.2 | Learning Utilities for MDPs | |
| 16 | 03/07 | RN Ch. 21.3 | Learning Utilities in MDPs | |
| 03/12 | Spring Vacation- No Class | |||
| 03/14 | Spring Vacation- No Class | |||
| 17 | 03/19 | RN Ch. 17.4 | POMDPs | |
| 18 | 03/21 | RN Ch. 15.4, 14.5.2 | Belief State and Sequential Monte Carlo Tracking | Homework 2 due |
| 19 | 03/26 | POMDPs and Belief-State Tracking | ||
| 20 | 03/28 | POMDP Learning | ||
| 21 | 04/02 | POMDP Learning | ||
| 22 | 04/04 | RN Ch. 23.1 | Language Processing and Grammars | |
| 23 | 04/09 | Language Processing and Grammars | ||
| 24 | 04/11 | RN Ch. 22.1 | Probabilistic Language Processing and N-Gram Models | Homework 3 due |
| 25 | 04/16 | RN Ch. 24.2 | Basic Image Processing | |
| 26 | 04/18 | RN Ch. 24.3.1 | Image Processing and Appearance-Based Recognition | |
| 27 | 04/23 | RN Ch. 4.1.4 | Genetic Algorithms | |
| 28 | 04/25 | |||
| 29 | 04/30 | |||
| 30 | 05/02 | Conclusions | Homework 4 due (Data Set) | |
| 31 | TBD | Project Presentation (Sample Projects)
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This schedule is tentative and subject to change. If changes are necessary they will be announced in class and posted in the schedule on the course page.