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ATAL
2006
Springer
9 years 10 months ago
Learning to commit in repeated games
Learning to converge to an efficient, i.e., Pareto-optimal Nash equilibrium of the repeated game is an open problem in multiagent learning. Our goal is to facilitate the learning ...
Stéphane Airiau, Sandip Sen
ATAL
2006
Springer
9 years 10 months ago
Temporal qualitative coalitional games
Qualitative Coalitional Games (QCGs) are a version of coalitional games in which an agent's desires are represented as goals which are either satisfied or unsatisfied, and ea...
Thomas Ågotnes, Wiebe van der Hoek, Michael ...
ATAL
2006
Springer
9 years 10 months ago
On the logic of coalitional games
We develop a logic for representing and reasoning about coalitional games without transferable payoffs. Although a number of logics of cooperation have been proposed over the past...
Thomas Ågotnes, Wiebe van der Hoek, Michael ...
ATAL
2006
Springer
9 years 10 months ago
Efficient agent-based cluster ensembles
Numerous domains ranging from distributed data acquisition to knowledge reuse need to solve the cluster ensemble problem of combining multiple clusterings into a single unified cl...
Adrian K. Agogino, Kagan Tumer
ATAL
2006
Springer
9 years 10 months ago
History-based traffic control
What if traffic lights gave you a break after you've spent a long time waiting in traffic elsewhere? In this paper we examine a variety of multi-agent traffic light controlle...
Gabriel Catalin Balan, Sean Luke
ATAL
2006
Springer
9 years 10 months ago
Ontology-guided learning to improve communication between groups of agents
We present a general method for agents using ontologies as part of their knowledge representation to teach each other concepts to improve their communication and thus cooperation ...
Mohsen Afsharchi, Behrouz H. Far, Jörg Denzin...
ATAL
2006
Springer
9 years 10 months ago
Learning the task allocation game
The distributed task allocation problem occurs in domains like web services, the grid, and other distributed systems. In this problem, the system consists of servers and mediators...
Sherief Abdallah, Victor R. Lesser
ATAL
2006
Springer
9 years 10 months ago
Resource selection games with unknown number of players
In the context of pre-Bayesian games we analyze resource selection systems with unknown number of players. We prove the existence and uniqueness of a symmetric safety-level equili...
Itai Ashlagi, Dov Monderer, Moshe Tennenholtz
ATAL
2006
Springer
9 years 10 months ago
Examining DCSP coordination tradeoffs
Distributed Constraint Satisfaction Problems (DCSPs) provide a model to capture a broad range of cooperative multiagent problem solving settings. Researchers have generally propos...
Michael Benisch, Norman M. Sadeh
ATAL
2006
Springer
9 years 10 months ago
Making a strong business case for multiagent technology
Steve S. Benfield, Jim Hendrickson, Daniel Galanti
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