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» Q-Decomposition for Reinforcement Learning Agents

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AAAI
2010

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Reinforcement Learning via AIXI Approximation

13 years 7 months ago

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This paper introduces a principled approach for the design of a scalable general reinforcement learning agent. This approach is based on a direct approximation of AIXI, a Bayesian...

Joel Veness, Kee Siong Ng, Marcus Hutter, David Si...

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AAAI
2010

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Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents

13 years 7 months ago

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Samuel Wintermute

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ATAL
2010
Springer

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Improving the performance of complex agent plans through reinforcement learning

13 years 6 months ago

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Matteo Leonetti, Luca Iocchi

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AAMAS
2005
Springer

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SMART (Stochastic Model Acquisition with ReinforcemenT) Learning Agents: A Preliminary Report

13 years 5 months ago

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Christopher Child, Kostas Stathis

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AAAI
2007

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Autonomous Inter-Task Transfer in Reinforcement Learning Domains

13 years 8 months ago

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