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Efficient Reinforcement Learning
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ECML
1998
Springer
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Machine Learning
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ECML 1998
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Theoretical Results on Reinforcement Learning with Temporally Abstract Options
15 years 7 months ago
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webdocs.cs.ualberta.ca
Doina Precup, Richard S. Sutton, Satinder P. Singh
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EWRL
2008
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Exploiting Additive Structure in Factored MDPs for Reinforcement Learning
15 years 5 months ago
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ewrl08.futurs.inria.fr
Thomas Degris, Olivier Sigaud, Pierre-Henri Wuille...
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92
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ML
2008
ACM
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Machine Learning
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ML 2008
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Transfer in variable-reward hierarchical reinforcement learning
15 years 3 months ago
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web.engr.oregonstate.edu
Neville Mehta, Sriraam Natarajan, Prasad Tadepalli...
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ML
2000
ACM
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ML 2000
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Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms
15 years 3 months ago
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www.cs.rutgers.edu
Satinder P. Singh, Tommi Jaakkola, Michael L. Litt...
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ATAL
2004
Springer
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Intelligent Agents
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ATAL 2004
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Time-Extended Policies in Multi-Agent Reinforcement Learning
15 years 8 months ago
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web.engr.oregonstate.edu
Many algorithms such as Q-learning successfully address reinforcement learning in single-agent multi-time-step problems. In addition there are methods that address reinforcement l...
Kagan Tumer, Adrian K. Agogino
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