12015 search results - page 1995 / 2403 » Interactive Algorithms 2005 |
207
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ECML
2005
Springer
16 years 11 days ago
2005
Springer
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
173
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ECML
2005
Springer
16 years 11 days ago
2005
Springer
Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...
161
Voted
ECML
2005
Springer
16 years 11 days ago
2005
Springer
Abstract. Motivated by the analogies to statistical physics, the deterministic annealing (DA) method has successfully been demonstrated in a variety of application. In this paper, ...
200
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EDCC
2005
Springer
16 years 11 days ago
2005
Springer
Abstract. We present the PathCrawler prototype tool for the automatic generation of test-cases satisfying the rigorous all-paths criterion, with a user-defined limit on the number...
180
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EGC
2005
Springer
16 years 11 days ago
2005
Springer
R-GMA (Relational Grid Monitoring Architecture) [1] is a grid monitoring and information system that provides a global view of data distributed across a grid system. R-GMA creates ...