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» Algorithmic Game Theory
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STOC
2010
ACM
149views Algorithms» more  STOC 2010»
15 years 8 months ago
Graph Expansion and the Unique Games Conjecture
Prasad Raghavendra and David Steurer
131
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SIGECOM
2006
ACM
119views ECommerce» more  SIGECOM 2006»
15 years 10 months ago
Nash equilibria in graphical games on trees revisited
Graphical games have been proposed as a game-theoretic model of large-scale distributed networks of non-cooperative agents. When the number of players is large, and the underlying...
Edith Elkind, Leslie Ann Goldberg, Paul W. Goldber...
IJCAI
2001
15 years 5 months ago
Rational and Convergent Learning in Stochastic Games
This paper investigates the problem of policy learning in multiagent environments using the stochastic game framework, which we briefly overview. We introduce two properties as de...
Michael H. Bowling, Manuela M. Veloso
IJCAI
2001
15 years 5 months ago
Reinforcement Learning in Distributed Domains: Beyond Team Games
Using a distributed algorithm rather than a centralized one can be extremely beneficial in large search problems. In addition, the incorporation of machine learning techniques lik...
David Wolpert, Joseph Sill, Kagan Tumer

Lecture Notes
742views
17 years 2 months ago
Computer Systems Analysis
Comparing systems using measurement, simulation, and queueing models. Common mistakes and how to avoid them, selection of techniques and metrics, art of data presentation, summariz...
Raj Jain