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Acting in Delayed Environments with Non-Stationary Markov Policies


Jan 28, 2021
Esther Derman, Gal Dalal, Shie Mannor

* Accepted to ICLR 2021 

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Distributional Robustness and Regularization in Reinforcement Learning


Mar 05, 2020
Esther Derman, Shie Mannor


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A Bayesian Approach to Robust Reinforcement Learning


May 20, 2019
Esther Derman, Daniel Mankowitz, Timothy Mann, Shie Mannor

* Accepted to UAI 2019 

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Soft-Robust Actor-Critic Policy-Gradient


Oct 24, 2018
Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor

* UAI 2018 

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