656 search results - page 8 / 132 » Complexity of finite-horizon Markov decision process problem... |
146
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SOCIALCOM
2010
14 years 9 months ago
2010
Abstract--In both the commercial and defense sectors a compelling need is emerging for rapid, yet secure, dissemination of information. In this paper we address the threat of infor...
EWRL
2008
15 years 1 months ago
2008
Abstract. We consider a control problem where the decision maker interacts with a standard Markov decision process with the exception that the reward functions vary arbitrarily ove...
107
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INFOCOM
2011
IEEE
14 years 3 months ago
2011
IEEE
Abstract—In this paper, we investigate the problem of maximizing the throughput over a finite-horizon time period for a sensor network with energy replenishment. The finite-horiz...
109
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ATAL
2005
Springer
15 years 5 months ago
2005
Springer
One of the difficulties to adapt MDPs for the control of cooperative multi-agent systems, is the complexity issued from Decentralized MDPs. Moreover, existing approaches can not ...
ATAL
2004
Springer
15 years 5 months ago
2004
Springer
In multi-agent MDPs, it is generally necessary to consider the joint state space of all agents, making the size of the problem and the solution exponential in the number of agents...