Provably efficient RL with Rich Observations via Latent State Decoding

Simon S. Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miroslav Dudík, John Langford 0001. Provably efficient RL with Rich Observations via Latent State Decoding. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 1665-1674, PMLR, 2019. [doi]

Abstract

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