Fast Rates for Maximum Entropy Exploration

Daniil Tiapkin, Denis Belomestny, Daniele Calandriello, Eric Moulines, Rémi Munos, Alexey Naumov, Pierre Perrault, Yunhao Tang, Michal Valko, Pierre Ménard. Fast Rates for Maximum Entropy Exploration. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 34161-34221, PMLR, 2023. [doi]

Authors

Daniil Tiapkin

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Denis Belomestny

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Daniele Calandriello

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Eric Moulines

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Rémi Munos

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Alexey Naumov

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Pierre Perrault

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Yunhao Tang

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Michal Valko

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Pierre Ménard

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