Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs

Finale Doshi, Joelle Pineau, Nicholas Roy. Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs. In William W. Cohen, Andrew McCallum, Sam T. Roweis, editors, Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008. Volume 307 of ACM International Conference Proceeding Series, pages 256-263, ACM, 2008. [doi]

Authors

Finale Doshi

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Joelle Pineau

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Nicholas Roy

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