Inverse Reinforcement

47

ICMLA
2010

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Multi-Agent Inverse Reinforcement Learning

13 years 8 months ago

Learning the reward function of an agent by observing its behavior is termed inverse reinforcement learning and has applications in learning from demonstration or apprenticeship l...

Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah,...

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35

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PKDD
2009
Springer

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Active Learning for Reward Estimation in Inverse Reinforcement Learning

14 years 5 months ago

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Abstract. Inverse reinforcement learning addresses the general problem of recovering a reward function from samples of a policy provided by an expert/demonstrator. In this paper, w...

Manuel Lopes, Francisco S. Melo, Luis Montesano

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30

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ICML
2000
IEEE

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Algorithms for Inverse Reinforcement Learning

14 years 11 months ago

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Andrew Y. Ng, Stuart J. Russell

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