Distributional Robustness and Regularization in Reinforcement Learning von Derman, Esther, Mannor, Shie

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Tree Search-Based Policy Optimization under Stochastic Execution Delay von Valensi, David, Derman, Esther, Mannor, Shie, Dalal, Gal

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Twice regularized MDPs and the equivalence between robustness and regularization von Derman, Esther, Geist, Matthieu, Mannor, Shie

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Twice Regularized Markov Decision Processes: The Equivalence between Robustness and Regularization von Derman, Esther, Men, Yevgeniy, Geist, Matthieu, Mannor, Shie

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Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis von Hau, Jia Lin, Delage, Erick, Derman, Esther, Ghavamzadeh, Mohammad, Petrik, Marek

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Policy Gradient for Rectangular Robust Markov Decision Processes von Kumar, Navdeep, Derman, Esther, Geist, Matthieu, Levy, Kfir, Mannor, Shie

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Acting in Delayed Environments with Non-Stationary Markov Policies von Derman, Esther, Dalal, Gal, Mannor, Shie

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Solving Non-Rectangular Reward-Robust MDPs via Frequency Regularization von Gadot, Uri, Derman, Esther, Kumar, Navdeep, Elfatihi, Maxence Mohamed, Levy, Kfir, Mannor, Shie

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Acting in Delayed Environments with Non-Stationary Markov Policies von Derman, Esther, Dalal, Gal, Mannor, Shie

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Distributional Robustness and Regularization in Reinforcement Learning von Derman, Esther, Mannor, Shie

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Clustering and Model Selection via Penalized Likelihood for Different-sized Categorical Data Vectors von Derman, Esther, Pennec, Erwan Le

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Tree Search-Based Policy Optimization under Stochastic Execution Delay von Valensi, David, Derman, Esther, Mannor, Shie, Dalal, Gal

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Policy Gradient for Rectangular Robust Markov Decision Processes von Kumar, Navdeep, Derman, Esther, Geist, Matthieu, Levy, Kfir, Mannor, Shie

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Twice regularized MDPs and the equivalence between robustness and regularization von Derman, Esther, Geist, Matthieu, Mannor, Shie

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A Bayesian Approach to Robust Reinforcement Learning von Derman, Esther, Mankowitz, Daniel, Mann, Timothy, Mannor, Shie

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Twice Regularized Markov Decision Processes: The Equivalence between Robustness and Regularization von Derman, Esther, Men, Yevgeniy, Geist, Matthieu, Mannor, Shie

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Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis von Jia Lin Hau, Delage, Erick, Derman, Esther, Ghavamzadeh, Mohammad, Petrik, Marek

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Solving Non-Rectangular Reward-Robust MDPs via Frequency Regularization von Gadot, Uri, Derman, Esther, Kumar, Navdeep, Maxence Mohamed Elfatihi, Levy, Kfir, Mannor, Shie

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Soft-Robust Actor-Critic Policy-Gradient von Derman, Esther, Mankowitz, Daniel J, Mann, Timothy A, Mannor, Shie

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Clustering and Model Selection via Penalized Likelihood for Different-sized Categorical Data Vectors von Derman, Esther, Erwan Le Pennec

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