355 search results - page 2 / 71 » Online Learning and Exploiting Relational Models in Reinforc... |
145
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AAAI
1998
15 years 4 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...
142
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IJCAI
2001
15 years 4 months ago
2001
Most formulations of Reinforcement Learning depend on a single reinforcement reward value to guide the search for the optimal policy solution. If observation of this reward is rar...
132
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ATAL
2009
Springer
15 years 10 months ago
2009
Springer
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
106
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ICML
1997
IEEE
16 years 4 months ago
1997
IEEE
160
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ACMICEC
2008
ACM
15 years 5 months ago
2008
ACM
Conventional conversational recommender systems support interaction strategies that are hard-coded into the system in advance. In this context, Reinforcement Learning techniques h...