CSCI 364 Schedule
Week | Date | Topic | Reading (Not Required) | Assignment |
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1 | Feb 4 | Hello, CSCI364! | Questionnaire Due Feb 11 |
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Feb 6 | What is AI? | Chapter 1 | ||
Feb 8 | What is AI? | |||
2 | Feb 11 | Search Problems | 3.1-3.3 | HW1 Due Feb 18 |
Feb 13 | Search Algorithms | 3.4 | ||
Feb 15 | Search Algorithms | 3.4 | ||
3 | Feb 18 | Heuristic Search | 3.5-3.6 | HW2 Due March 4 |
Feb 20 | LRTA* | 2.1.2(MAS Book) | ||
Feb 22 | Genetic Algorithms | 4.1 | ||
4 | Feb 25 | Constraint Satisfaction Problems | 6.1 | Group Project |
Feb 27 | Constraint Satisfaction Problems | 6.1 | ||
Mar 1 | Constraint Propagation | 6.2 | ||
5 | Mar 4 | Backtracking Search for CSPs | 6.3 | Group Formation Due March 8 (11:59 PM) HW3 Due Mar 18 |
Mar 6 | Utility Theory and Critter Tournament | 16.1-16.4 | ||
Mar 8 | Ethical Dilemmas | Readings | ||
6 | Mar 11 | Utility Theory and Markov Decision Processes | 17.1 | |
Mar 13 | Markov Decision Processes | 17.1 | ||
Mar 15 | MDP Planning | 17.2, 4.3.2 | ||
7 | Mar 18 | Monte Carlo Methods | UCT Algorithm | Group Project Proposals Due March 22 (11:59 PM) |
Mar 20 | POMDPs | 17.4 | ||
Mar 22 | POMDPs | Online Algorithms | ||
Spring Break | ||||
8 | Apr 1 | Reinforcement Learning | 21.1, 21.3 | HW4 Due April 12 |
Apr 3 | Reinforcement Learning | |||
Apr 5 | Reinforcement Learning | |||
9 | Apr 8 | Game Theory | 17.5 (AI Textbook) 3.1-3.4.1, 4.1 (MAS Textbook) |
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Apr 10 | Game Theory | 9.1-9.2 (MAS Textbook) | ||
Apr 12 | AI and Augmented Reality | TBA | ||
10 | Apr 15 | Social Choice | 9.3-9.4 (MAS Textbook) | HW5 (Optional!) Due May 10 Voting Game Day Worksheet Due Apr 24 |
Apr 17 | Social Choice | |||
Apr 19 | Voting Game Day | |||
11 | Apr 22 | Resource Allocation | 11.1 (MAS Textbook) | Auction Game Day Worksheet Due May 1 |
Apr 24 | Resource Allocation | |||
Apr 26 | Auction Game Day | |||
12 | Apr 29 | Group Projects | Communication Game DayWorksheet Due May 8 | |
May 1 | Communication, Coherence, and Emergent Behavior | |||
May 3 | Communication Game Day | |||
13 | May 6 | Final Presentations | ||
May 8 | Final Presentations | |||
May 10 | Final Presentations | |||
Final Project Due Wednesday May 15 at 11:00 AM |