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114
Voted
ATAL
2006
Springer
15 years 6 months ago
2006
Springer
Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are evolving as a popular approach for modeling multiagent systems, and many different algorithms ha...
118
Voted
IPPS
2005
IEEE
15 years 8 months ago
2005
IEEE
Commodity computer clusters are often composed of hundreds of computing nodes. These generally off-the-shelf systems are not designed for high reliability. Node failures therefore...
229
Voted
TASE
2012
IEEE
13 years 10 months ago
2012
IEEE
— This paper presents new results on the formal design of distributed coordinating agents in a discrete-event framework. In this framework, agents are modeled to be individually ...
139
Voted
ATAL
2007
Springer
15 years 8 months ago
2007
Springer
Decentralized MDPs provide powerful models of interactions in multi-agent environments, but are often very difficult or even computationally infeasible to solve optimally. Here we...
137
click to vote
ATAL
2006
Springer
15 years 6 months ago
2006
Springer
In many Multi-Agent Systems (MAS), agents (even if selfinterested) need to cooperate in order to maximize their own utilities. Most of the multi-agent learning algorithms focus on...