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PRICAI
2000
Springer

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Generating Hierarchical Structure in Reinforcement Learning from State Variables

15 years 8 months ago

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This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...

Bernhard Hengst

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119

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AAAI
2007

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Autonomous Inter-Task Transfer in Reinforcement Learning Domains

15 years 7 months ago

Download abotea.rsise.anu.edu.au

Matthew E. Taylor

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104

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AAAI
2008

101views Intelligent Agents» more AAAI 2008»

Discover Relevant Environment Feature Using Concurrent Reinforcement Learning

15 years 7 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

15 years 7 months ago

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Bethany R. Leffler, Michael L. Littman, Timothy Ed...

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AAAI
2007

70views Intelligent Agents» more AAAI 2007»

Reinforcement Using Supervised Learning for Policy Generalization

15 years 7 months ago

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