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» Agent Compromises in Distributed Problem Solving
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ATAL
2005
Springer
14 years 2 months ago
Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing
This paper is concerned with how multi-agent reinforcement learning algorithms can practically be applied to real-life problems. Recently, a new coordinated multi-agent exploratio...
Katja Verbeeck, Ann Nowé, Karl Tuyls
SIGECOM
2004
ACM
86views ECommerce» more  SIGECOM 2004»
14 years 1 months ago
Mechanisms for a spatially distributed market
We consider the problem of a spatially distributed market with strategic agents. A single good is traded in a set of independent markets, where shipment between markets is possibl...
Moshe Babaioff, Noam Nisan, Elan Pavlov
ECAI
2000
Springer
14 years 26 days ago
Scheduling Meetings Using Distributed Valued Constraint Satisfaction Algorithm
Abstract. Scheduling meetings is generally difficult in that it attempts to satisfy the preferences of all participants. However, all participants can agree to a schedule in which...
Takuo Tsuruta, Toramatsu Shintani
ATAL
2008
Springer
13 years 10 months ago
BnB-ADOPT: an asynchronous branch-and-bound DCOP algorithm
Distributed constraint optimization problems (DCOPs) are a popular way of formulating and solving agent-coordination problems. It is often desirable to solve DCOPs optimally with m...
William Yeoh, Ariel Felner, Sven Koenig
ATAL
2008
Springer
13 years 10 months ago
Dynamics based control with PSRs
We present an extension of the Dynamics Based Control (DBC) paradigm to environment models based on Predictive State Representations (PSRs). We show an approximate greedy version ...
Ariel Adam, Zinovi Rabinovich, Jeffrey S. Rosensch...