167 search results - page 7 / 34 » Coordination in Multiagent Reinforcement Learning Systems |
132
Voted
ATAL
2009
Springer
15 years 10 months ago
2009
Springer
This paper introduces a multiagent reinforcement learning algorithm that converges with a given accuracy to stationary Nash equilibria in general-sum discounted stochastic games. ...
104
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ATAL
2007
Springer
15 years 10 months ago
2007
Springer
A MAS architecture consisting of service centers is proposed. Within each service center, a mediator coordinates service delivery by allocating individual tasks to corresponding t...
156
Voted
MAGS
2010
14 years 10 months ago
2010
Coordinating agents in a complex environment is a hard problem, but it can become even harder when certain characteristics of the tasks, like the required number of agents, are un...
140
Voted
ATAL
2010
Springer
15 years 5 months ago
2010
Springer
This paper describes an algorithm, called CQ-learning, which learns to adapt the state representation for multi-agent systems in order to coordinate with other agents. We propose ...
128
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AAMAS
2010
Springer
15 years 4 months ago
2010
Springer
Abstract In this paper we address the problem of simultaneous learning and coordination in multiagent Markov decision problems (MMDPs) with infinite state-spaces. We separate this ...