2011 search results - page 24 / 403 » Universal Reinforcement Learning |
102
Voted
COLT
1997
Springer
15 years 6 months ago
1997
Springer
112
Voted
ATAL
2004
Springer
15 years 8 months ago
2004
Springer
This paper presents a reinforcement learning algorithm used to allocate tasks to agents in an uncertain real-time environment. In such environment, tasks have to be analyzed and a...
107
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GECCO
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. This paper proposes an algorithm for combinatorial optimizations that uses reinforcement learning and estimation of joint probability distribution of promising solutions ...
144
Voted
UAI
2008
15 years 4 months ago
2008
Model-based Bayesian reinforcement learning has generated significant interest in the AI community as it provides an elegant solution to the optimal exploration-exploitation trade...
135
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ECML
2003
Springer
15 years 7 months ago
2003
Springer
Due to the unavoidable fact that a robot’s sensors will be limited in some manner, it is entirely possible that it can find itself unable to distinguish between differing state...