Eva Tardos. Algorithmic Game Theory
It combines algorithmic thinking with game-theoretic, or, more generally, economic concepts. The course will study a range of topics at this interface. The only prerequisite to the course is mathematical thinking.
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- Theoretical Computer Science
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- 2026-10-10
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Eva Tardos & et.al. Algorithmic Game Theory cambridge.org
Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on important game theory applications such as incentives and pricing, cost sharing, information markets and cryptography and security.
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Apt & Grädel. Lectures in Game Theory for Computer Scientists cambridge.org
Games provide mathematical models for interaction, and numerous tasks in computer science can be formulated in game-theoretic terms.
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Penna. Algorithmic Game Theory ml2.inf.ethz.ch
The course discusses algorithmic aspects of game theory, such as a general introduction to game theory, auctions, mechanisms, the costs of a central control optimum versus those of an equilibrium under selfish agents, and algorithms and complexity of computing equilibria.
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Chekuri. Topics in Algorithms: Algorithmic Game Theory chekuri.cs.illinois.edu
A broad graduate-level introduction to: auctions, existence and computation of equilibria in games and markets, algorithmic mechanism design, price of anarchy and price of stability, games relevant to networks and e-commerce. The emphasis will be on conceptual ideas and…
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Xu. Topics in Learning and Game Theory haifeng-xu.com
A graduate level course covering topics at the interface between machine learning and game theory.
Theoretical Computer Science › Lecture Notes: “It combines algorithmic thinking with game-theoretic, or, more generally, economic concepts. The course will study a range of topics at this interface. The only prerequisite to the course is mathematical thinking.”