Esther Derman - RankMe

22 papers A* 5A 3Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity. CoRR Aneri Muni, Vincent Taboga, Esther Derman, Pierre-Luc Bacon, Erick Delage
2025	J	`jnl`	Long-Horizon Model-Based Offline Reinforcement Learning Without Conservatism. CoRR Tianwei Ni, Esther Derman, Vineet Jain, Vincent Taboga, Siamak Ravanbakhsh, Pierre-Luc Bacon
2025	A	`conf`	Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis. AISTATS Jia Lin Hau, Erick Delage, Esther Derman, Mohammad Ghavamzadeh, Marek Petrik
2025	J	`jnl`	Robust Reinforcement Learning for Discrete Compositional Generation via General Soft Operators. CoRR Marco Jiralerspong, Esther Derman, Danilo Vucetic, Nikolay Malkin, Bilun Sun, Tianyu Zhang, Pierre-Luc Bacon, Gauthier Gidel
2025	J	`jnl`	State Entropy Regularization for Robust Reinforcement Learning. CoRR Yonatan Ashlag, Uri Koren, Mirco Mutti, Esther Derman, Pierre-Luc Bacon, Shie Mannor
2024	J	`jnl`	Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis. CoRR Jia Lin Hau, Erick Delage, Esther Derman, Mohammad Ghavamzadeh, Marek Petrik
2024	A*	`conf`	Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization. AAAI Uri Gadot, Esther Derman, Navdeep Kumar, Maxence Mohamed Elfatihi, Kfir Levy, Shie Mannor
2024	A*	`conf`	Tree Search-Based Policy Optimization under Stochastic Execution Delay. ICLR David Valensi, Esther Derman, Shie Mannor, Gal Dalal
2024	J	`jnl`	Tree Search-Based Policy Optimization under Stochastic Execution Delay. CoRR David Valensi, Esther Derman, Shie Mannor, Gal Dalal
2023	A*	`conf`	Policy Gradient for Rectangular Robust Markov Decision Processes. NeurIPS Navdeep Kumar, Esther Derman, Matthieu Geist, Kfir Y. Levy, Shie Mannor
2023	J	`jnl`	Policy Gradient for s-Rectangular Robust Markov Decision Processes. CoRR Navdeep Kumar, Esther Derman, Matthieu Geist, Kfir Levy, Shie Mannor
2023	J	`jnl`	Solving Non-Rectangular Reward-Robust MDPs via Frequency Regularization. CoRR Uri Gadot, Esther Derman, Navdeep Kumar, Maxence Mohamed Elfatihi, Kfir Levy, Shie Mannor
2023	J	`jnl`	Twice Regularized Markov Decision Processes: The Equivalence between Robustness and Regularization. CoRR Esther Derman, Yevgeniy Men, Matthieu Geist, Shie Mannor
2021	A*	`conf`	Acting in Delayed Environments with Non-Stationary Markov Policies. ICLR Esther Derman, Gal Dalal, Shie Mannor
2021	J	`jnl`	Acting in Delayed Environments with Non-Stationary Markov Policies. CoRR Esther Derman, Gal Dalal, Shie Mannor
2021	A*	`conf`	Twice regularized MDPs and the equivalence between robustness and regularization. NeurIPS Esther Derman, Matthieu Geist, Shie Mannor
2021	J	`jnl`	Twice regularized MDPs and the equivalence between robustness and regularization. CoRR Esther Derman, Matthieu Geist, Shie Mannor
2020	J	`jnl`	Distributional Robustness and Regularization in Reinforcement Learning. CoRR Esther Derman, Shie Mannor
2019	A	`conf`	A Bayesian Approach to Robust Reinforcement Learning. UAI Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
2019	J	`jnl`	A Bayesian Approach to Robust Reinforcement Learning. CoRR Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
2018	A	`conf`	Soft-Robust Actor-Critic Policy-Gradient. UAI Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
2018	J	`jnl`	Soft-Robust Actor-Critic Policy-Gradient. CoRR Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor