Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation

Jiafan He, Dongruo Zhou, Quanquan Gu. Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 14188-14199, 2021. [doi]

Authors

Jiafan He

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Dongruo Zhou

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Quanquan Gu

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