Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations

Ayush Sekhari, Christoph Dann, Mehryar Mohri, Yishay Mansour, Karthik Sridharan. Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations. 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 19033-19045, 2021. [doi]

Abstract

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