417 search results - page 24 / 84 » Reinforcement Learning Estimation of Distribution Algorithm |
102
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We show that it is possible to use data compression on independently obtained hypotheses from various tasks to algorithmically provide guarantees that the tasks are sufficiently r...
100
Voted
ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
We call data weakly labeled if it has no exact label but rather a numerical indication of correctness of the label "guessed" by the learning algorithm - a situation comm...
128
Voted
ATAL
2004
Springer
15 years 7 months ago
2004
Springer
Product Distribution (PD) theory was recently developed as a framework for analyzing and optimizing distributed systems. In this paper we demonstrate its use for adaptive distribu...
141
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CORR
2010
Springer
15 years 25 days ago
2010
Springer
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...
141
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ECML
2005
Springer
15 years 7 months 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...