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Q-Decomposition for Reinforcement Learning Agents
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ATAL
2010
Springer
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Intelligent Agents
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Using spatial hints to improve policy reuse in a reinforcement learning agent
15 years 7 months ago
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Bruno Norberto da Silva, Alan K. Mackworth
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NIPS
2000
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Programmable Reinforcement Learning Agents
15 years 7 months ago
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We present an expressive agent design language for reinforcement learning that allows the user to constrain the policies considered by the learning process.The language includes s...
David Andre, Stuart J. Russell
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AAAI
2008
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AAAI 2008
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Discover Relevant Environment Feature Using Concurrent Reinforcement Learning
15 years 8 months ago
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Zhihui Luo, David A. Bell, Barry McCollum
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AAAI
2007
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Efficient Reinforcement Learning with Relocatable Action Models
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Bethany R. Leffler, Michael L. Littman, Timothy Ed...
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ATAL
2008
Springer
77
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Intelligent Agents
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The utility of temporal abstraction in reinforcement learning
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Nicholas K. Jong, Todd Hester, Peter Stone
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