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» Learning of Resource Allocation Strategies for Game Playing
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LICS
2005
IEEE
14 years 1 months ago
Mean-Payoff Parity Games
Games played on graphs may have qualitative objectives, such as the satisfaction of an ω-regular property, or quantitative objectives, such as the optimization of a realvalued re...
Krishnendu Chatterjee, Thomas A. Henzinger, Marcin...
ICML
2005
IEEE
14 years 8 months ago
Learning to compete, compromise, and cooperate in repeated general-sum games
Learning algorithms often obtain relatively low average payoffs in repeated general-sum games between other learning agents due to a focus on myopic best-response and one-shot Nas...
Jacob W. Crandall, Michael A. Goodrich
WINE
2009
Springer
184views Economy» more  WINE 2009»
14 years 2 months ago
Competitive Routing over Time
Congestion games are a fundamental and widely studied model for selfish allocation problems like routing and load balancing. An intrinsic property of these games is that players ...
Martin Hoefer, Vahab S. Mirrokni, Heiko Rögli...
CCGRID
2006
IEEE
14 years 1 months ago
Learning-Based Negotiation Strategies for Grid Scheduling
One of the key requirement for Grid infrastructures is the ability to share resources with nontrivial qualities of service. However, resource management in a decentralized infrast...
Jiadao Li, Ramin Yahyapour
COR
2008
142views more  COR 2008»
13 years 7 months ago
Application of reinforcement learning to the game of Othello
Operations research and management science are often confronted with sequential decision making problems with large state spaces. Standard methods that are used for solving such c...
Nees Jan van Eck, Michiel C. van Wezel