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Exponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functions

Gellért Weisz, Philip Amortila, Csaba Szepesvári. Exponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functions. In Vitaly Feldman, Katrina Ligett, Sivan Sabato, editors, Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide. Volume 132 of Proceedings of Machine Learning Research, pages 1237-1264, PMLR, 2021. [doi]

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Gellért Weisz

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Philip Amortila

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Csaba Szepesvári

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