Lecture Notes

Lecture 1: Introduction, Mar 15, 2019
Lecture 2: AI Behavior, Mar 22, 2019
Lecture 3: Planning, Mar 29, 2019
Lecture 4: Narrative Generation, Apr 5, 2019
Lecture 5: Intentions and Beliefs, Apr 1, 2019
Presentation: Fast and Diverse Narrative Planning through Novelty Pruning, Apr 12, 2019
Lecture 6: Monte Carlo Tree Search, May 3, 2019
Presentation: Toward Characters Who Observe, Tell, Misremember, and Lie, May 3, 2019
Lecture 7: Optimization, May 10, 2019
Presentation: Re-determinizing Information Set Monte Carlo Tree Search in Hanabi, May 10, 2019
Lecture 8: Neural Networks, May 17, 2019
Presentation: Build Order Optimization in StarCraft, May 17, 2019
Lecture 9: Vector Models, May 24, 2019
Lecture 10: Reinforcement Learning, May 31, 2019
Lecture 11: Unsupervised Learning, Jun 7, 2019
Lecture 12: Rewriting Systems, Jun 14, 2019
Lecture 13: Logic-Based PCG, Jun 21, 2019
Presentation: Procedural Modeling of Interconnected Structures, Jun 21, 2019
Lecture 14: Terrain Generation, Jun 28, 2019