| DAY | DATE | TOPIC | READ | SLIDES | ASSIGNMENT DUE |
|---|---|---|---|---|---|
| T | Jan 17 | Introduction | Ch 1 | Ch1.pdf* | |
| R | Jan 19 | Intelligent Agents | Ch 2 | Ch2.pdf* | |
| T | Jan 24 | Solving Problems by Searching | Ch 3.1-5 | Ch3.pdf* | HW1: 2.7, only utility-based agent |
| R | Jan 26 | Solving Problems by Searching | Ch 3.5-7 | Ch3.pptx | |
| T | Jan 31 | Beyond Classical Search | Ch 4.1 | Ch4.pptx | |
| R | Feb 2 | Beyond Classical Search | Ch 4 | HW2 Search, QZ1 | |
| T | Feb 7 | Adversarial Search | Ch 5 | Ch5.pptx* | |
| R | Feb 9 | Adversarial Search | Ch 5 | ||
| T | Feb 14 | Constraint Satisfaction Problems | Ch 6 | Ch6.pdf* | |
| R | Feb 16 | Constraint Satisfaction Problems | Ch 6 | HW3.1, code, tests, (no rdng resp) | |
| T | Feb 21 | Logical Agents | Ch 7 | HW3.2, code, tests | |
| R | Feb 23 | First-Order Logic | Ch 8 | HW3.3-5 | |
| T | Feb 28 | Inference in First-Order Logic | Ch 9 | ||
| R | Mar 2 | Planning and Knowledge Representation | Ch 10-12 | ||
| T | Mar 7 | Uncertainty and Probabilistic Reasoning | Ch 13-17 | ||
| R | Mar 9 | Uncertainty and Probabilistic Reasoning | Ch 13-17 | ||
| T | Mar 14 | Spring Break | |||
| R | Mar 16 | Spring Break | |||
| T | Mar 21 | Machine Learning | Ch 18-21 | ||
| R | Mar 23 | Machine Learning | Ch 18-21 | ||
| T | Mar 28 | Deep Learning | Ch 18-21 | ||
| R | Mar 30 | Deep Learning | Ch 18-21 | ||
| T | Apr 4 | Natural Language Processing | Ch 22-23 | ||
| R | Apr 6 | Natural Language Processing | Ch 22-23 | ||
| T | Apr 11 | Natural Language Processing | Ch 22-23 | ||
| R | Apr 13 | Natural Language Processing | Ch 22-23 | ||
| T | Apr 18 | Perception | Ch 24 | ||
| R | Apr 20 | Perception | Ch 24 | ||
| T | Apr 25 | Perception | Ch 24 | ||
| R | Apr 27 | Robotics | Ch 25 | ||
| T | May 2 | Robotics | Ch 25 | ||
| R | May 4 | Review | |||
| R | May 11 | 8:00-10:00 AM Final Exam |
Reading Assignments:
Specific sections to be read in the book will be detailed as we approach a chapter's reading. Some topics might have additional external readings required, in which case links will be added to the syllabus.
HW Assignments:
Unless otherwise specified, homework assignments are due by email to me and Nishitha prior to 10 AM on the due date.
Acknowledgements:
* Most or all of these slides were adopted from Stuart Russell's slides (http://aima.eecs.berkeley.edu/slides-pdf/).