340 search results - page 12 / 68 » Kernelized value function approximation for reinforcement le... |
JAIR
2000
15 years 2 months ago
2000
115
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JMLR
2006
15 years 2 months ago
2006
In this article we describe a set of scalable techniques for learning the behavior of a group of agents in a collaborative multiagent setting. As a basis we use the framework of c...
137
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AAAI
1998
15 years 3 months ago
1998
In this paper, we describe methods for e ciently computing better solutions to control problems in continuous state spaces. We provide algorithms that exploit online search to boo...
119
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AUSAI
2005
Springer
15 years 8 months ago
2005
Springer
: In order to scale to problems with large or continuous state-spaces, reinforcement learning algorithms need to be combined with function approximation techniques. The majority of...
122
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JMLR
2008
15 years 2 months ago
2008
In this paper we are concerned with reproducing kernel Hilbert spaces HK of functions from an input space into a Hilbert space Y, an environment appropriate for multi-task learnin...