CSCI 364 Schedule
| Week | Date | Topic | Reading | Assignment |
|---|---|---|---|---|
| 1 | Jan 30 | Hello, CSCI364! | Questionnaire Due Feb 6 |
|
| Feb 1 | Introduction to AI | Chapter 1 | ||
| Feb 3 | Introduction to AI, Agents and MAS | |||
| 2 | Feb 6 | Search Problems | 3.1-3.3 | HW1 Due Feb 17 |
| Feb 8 | Search Algorithms | 3.4 | ||
| Feb 10 | Search Algorithms | 3.4 | ||
| 3 | Feb 13 | Heuristic Search | 3.5-3.6 | |
| Feb 15 | Search Worksheet | |||
| Feb 17 | Constraint Satisfaction Problems (CSPs) | 6.1 | ||
| 4 | Feb 20 | Constraint Propagation | 6.2 | HW2 Due Mar 1 Group Project |
| Feb 22 | Group Projects | |||
| Feb 24 | Backtracking Search for CSPs | 6.3 | ||
| 5 | Feb 27 | Utility Theory | 16.1-16.4 | HW3 Due Mar |
| Mar 1 | Critter Tournament and Markov Chains | |||
| Mar 3 | Ethical Dilemmas | Readings | ||
| 6 | Mar 6 | Markov Decision Processes | 17.1-17.2 | |
| Mar 8 | MDP Planning | 17.2, 4.3.2 | ||
| Mar 10 | Monte Carlo Methods | UCT Algorithm | ||
| 7 | Mar 13 | Reinforcement Learning | 21.1, 21.3 | Project Proposals Due Mar 17 |
| Mar 15 | Reinforcement Learning | |||
| Mar 17 | Group Project Time | |||
| Spring Break | ||||
| 8 | Mar 27 | Single Agent AI Review | ||
| Mar 29 | Proposal Presentations | |||
| Mar 31 | Proposal Presentations | |||
| 9 | Apr 3 | Proposal Presentations | HW4 Due Apr 12 |
|
| Apr 5 | Game Theory | 17.5 (AI Textbook) 3.1-3.4.1, 4.1 (MAS Textbook) |
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| Apr 7 | Game Theory, Social Choice | 9.1-9.2 (MAS Textbook) | ||
| 10 | Apr 10 | Social Choice | 9.3-9.4 (MAS Textbook) | Voting Game Day |
| Apr 12 | Resource Allocation | 11.1 (MAS Textbook) | ||
| Apr 14 | Voting Game Day | |||
| 11 | Apr 17 | Resource Allocation | Auction Game Day | |
| Apr 19 | Communication, Coherence, and Emergent Behavior | |||
| Apr 21 | Auction Game Day | |||
| 12 | Apr 24 | Group Projects | Negotiation Game Day | |
| Apr 26 | Negotiation Game Day | |||
| Apr 28 | Group Projects | |||
| 13 | May 1 | Final Presentations | Reflective Writing Assignment | |
| May 3 | Final Presentations | |||
| May 5 | Final Presentations | |||