CSCI 364 Schedule
Week | Date | Topic | Reading | Assignment |
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1 | Jan 30 | Hello, CSCI364! | Questionnaire Due Feb 6 |
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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 |
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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 |