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Algorithmic game theory (AGT) is an area in the intersection of game theory and computer science, with the objective of understanding and design of algorithms in strategic environments.
Typically, in Algorithmic Game Theory problems, the input to a given algorithm is distributed among many players who have a personal interest in the output. In those situations, the agents might not report the input truthfully because of their own personal interests. We can see Algorithmic Game Theory from two perspectives:
Analysis: given the currently implemented algorithms, analyze them using Game Theory tools (e.g., calculate and prove properties on their Nash equilibria, price of anarchy, and best-response dynamics).
Design: design games that have both good game-theoretical and algorithmic properties. This area is called algorithmic mechanism design.
On top of the usual requirements in classical algorithm design (e.g., polynomial-time running time, good approximation ratio), the designer must also care about incentive constraints.
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around the design of algorithms, together with work on computational complexity theory, cryptography, and algorithmicgametheory. During the 1980s, he...
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Hearn, Robert A. (2009). "Playing games with algorithms: algorithmic combinatorial gametheory". In Albert, Michael H.; Nowakowski, Richard J. (eds.)....
and Amir Ronen first coined "Algorithmic mechanism design" in a research paper published in 1999. Algorithmicgametheory Computational social choice Metagame...
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theoretical computer science, especially in algorithmicgametheory, evolutionary gametheory, logics and automata theory. Chatterjee obtained his BTech in Computer...
of algorithmic graph theory and algorithmicgametheory." Hajiaghayi has been elected as an IEEE Fellow in 2019 "for contributions to algorithmic graph...
theory Computational geometry Computational number theory Computational topology Computational statistics Algorithmic information theoryAlgorithmic game...
computer scientist at Microsoft Research, known for her work on algorithmicgametheory and locality-sensitive hashing. Immorlica completed her Ph.D. in...
of the following categories: combinatorics, number theory, graph theory, algorithmicgametheory, computational geometry, string analysis, discrete mathematics...
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