CS440/ECE448: Introduction to Artificial Intelligence |
| Time & Place | Tuesday and Thursday 2:00 - 3:15 pm 1404 Siebel Center |
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| Professor | Stephen Levinson | |
| email: sel@ifp.uiuc.edu | ||
| office: 2009 Beckman Institute | ||
| office hours: by appointment | ||
| phone: 244-1262 | ||
| TAs | Andrew Fister | Tuna Oezer |
| email: afister2@uiuc.edu | email: oezer@uiuc.edu | |
| office: 2023 Beckman Institute | office: 1510 Beckman Institute | |
| office hours:
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office hours:
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| Textbook | Artificial Intelligence: A Modern Approach (2nd edition) | |
| Stuart Russel & Peter Norvig |
| Topic | Text Chapters | Begin Date |
| Introduction | Jan 16 | |
| Search | 3.1 - 3.4 4.1 - 4.4 5.1 - 5.3 |
Jan 18 |
| Logic and Knowledge Representation | 7.3 - 7.6 8.1 - 8.3 9.1 - 9.3 9.5 10.1 - 10.2 |
Jan 30 |
| Planning and Action | 11.1 - 11.3 | Feb 13 |
| Uncertainty | 13.2 - 13.6 A.2 A.3 |
Feb 22 |
| Bayesian Networks | 14.1 - 14.3 | Mar 1 |
| Midterm | Mar 6 | |
| Pattern Recognition | 20.4 - 20.6 | Mar 8 |
| Spring Break | Mar 20 | |
| Markov Processes | 15.1 - 15.3 | Mar 27 |
| Learning Theory | 17.1 - 17.3 20.1 - 20.3 |
Apr 3 |
| Reinforcement Learning | 21 | Apr 12 |
| Speech Recognition | 15.6 | Apr 19 |
| Natural Language Processing | 22 | Apr 24 |
| Robotics and Vision | 24 25 |
Apr 26 |
| Social and Philosophical Implications | 1.1 - 1.3 26.1 - 26.3 |
May 1 |
| Final | May 4 1:30 pm |