Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo

Haque Ishfaq, Qingfeng Lan, Pan Xu 0002, A. Rupam Mahmood, Doina Precup, Anima Anandkumar, Kamyar Azizzadenesheli. Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo. In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024. OpenReview.net, 2024. [doi]

Authors

Haque Ishfaq

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Qingfeng Lan

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Pan Xu 0002

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A. Rupam Mahmood

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Doina Precup

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Anima Anandkumar

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Kamyar Azizzadenesheli

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