CSCI 364 Schedule
| Week | Date | Topic | Reading (Not Required) | Assignment |
|---|---|---|---|---|
| 1 | Oct 4 | Hello, CSCI364! | Questionnaire (Due Oct 11) |
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| Oct 6 | What is AI? | Chapter 1 | ||
| Oct 8 | What is AI? | Chapter 1 | ||
| 2 | Oct 11 | Search Problems | 3.1-3.3 | Anonymous Checkin Survey |
| Oct 13 | Search Algorithms (BFS) | 3.4 | ||
| Oct 15 | Search Algorithms (DFS and UCS) | 3.4 | ||
| 3 | Oct 18 | Heuristic Search | 3.5-3.6 | HW1: Search (Due Oct Reflective Journal Entry #1 (Due Oct Reflective Journal Entry #2 (Due Oct |
| Oct 20 | LRTA* | 2.1.2 (MAS Book) | ||
| Oct 22 | Local Search | 4.1 | ||
| 4 | Oct 25 | Genetic Algorithms | 4.1 | Group Project (Initial Information) Reflective Journal Entry #3 (Due Nov 3) |
| Oct 27 | Constraint Satisfaction Problems | 6.1 | ||
| Oct 29 | Constraint Satisfaction Problems | 6.1 | ||
| 5 | Nov 1 | Constraint Propagation | 6.2 | HW2: CSPs (Due Nov 15) Anonymous Checkin Survey |
| Nov 3 | Backtracking Search for CSPs | 6.3 | ||
| Nov 5 | Discussion Day 1: Ethical Dilemmas | Readings | ||
| 6 | Nov 8 | Utility Theory | 16.1-16.4 | Group Formation (Due Nov 8) Reflective Journal Entry #4 (Due Nov 17) Reflection Journal Entry #5 (Due Nov 17) |
| Nov 10 | Probability and Markov Chains | |||
| Nov 12 | Markov Decision Processes | 17.1, 4.3.2 | ||
| 7 | Nov 15 | MDP Planning | 17.2 | HW3: MDPs(Due Dec 6) Anonymous Checkin Survey |
| Nov 17 | MDP Planning | |||
| Nov 19 | Multiarmed Bandits | Introduction to Multi-Armed Bandits |
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| Fall Break | ||||
| 8 | Nov 29 | Multiarmed Bandits | Group Project Proposals (Due Nov Reflective Journal Entry #6 (Due Dec 10) Reflection Journal Entry #7 (Due Dec 10) |
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| Dec 1 | Reinforcement Learning | 21.1, 21.3 | ||
| Dec 3 | HW3 Design | |||
| 9 | Dec 6 | Reinforcement Learning | HW4: Reinforcement Learning (Due Dec 15) Anonymous Checkin Survey |
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| Dec 8 | Deep Reinforcement Learning | |||
| Dec 10 | Discussion Day #2: Augmented Reality | Readings | ||
| 10 | Dec 13 | Deep Reinforcement Learning | HW5: Critters! (Due Jan Reflection Journal Entry #8 (Due Dec 22) |
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| Dec 15 | POMDPs | 17.4 | ||
| Dec 17 | POMDPs + Game Theory | 17.5 (AI Textbook) 3.1-3.4.1, 4.1 (MAS Textbook) |
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| 11 | Dec 20 | Game Theory | Anonymous Checkin Survey | |
| Dec 22 | Adversarial Search | 5.1-5.2 | ||
| Christmas Break | ||||
| 12 | Jan 3 | Group Project Day | Group Project Checkin (Due Jan 5) Reflection Journal Entry #9 (Due Jan 15, Ext. Jan 19) |
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| Jan 5 | Social Choice | 9.3-9.4 (MAS Textbook) | ||
| Jan 7 | Social Choice Game Day | Voting Worksheet | ||
| 13 | Jan 10 | Multiagent MDPs + Group Presentations and Reports Discussion | Group Project Implementations (Due Jan 15, Ext. Jan 23) |
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| Jan 12 | Critter Tournament! | |||
| Jan 14 | What is AI? | |||
| Final Project Due Sunday January 23 at 4:00 PM |
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