CMSC474 - Lecture notes

Review of course agenda and introduction Slides
Basic probability Slides
Basic probability (continued) and an into to 2-player games Slides
Linear programming Slides
Normal-form games Slides
Important normal-form games Slides
Analyzing normal-form games Slides
Finding Nash equilibria and epsilon Nash equilibria Slides
Dominant strategies, price of anarchy, and Braess’s paradox Slides
Rationalizability and correlated equilibrium Slides
Maxmin and minmax strategies Slides
Perfect-information extensive form games Slides
A policy recommendation engine based on vector equilibria applied to reducing terrorism attacks Slides
Sub-game perfect equilibrium Slides
Game-tree search and pruning algorithms Slides
Evolutionary game theory, cultural modeling, and third-party punishment Slides
Imperfect-information games & Behavioral vs. mixed strategies Slides
Repeated games Slides
Combinatorial games and the games of NIM Slides
Introduction to auctions Slides
More auctions Slides
Online auctions for dynamic environments Slides
Online advertisement auctions Slides
Coalition game theory & Shapley values Slides & Slides

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