Esther Derman

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Markov Decision Process

Reinforcement Learning

Top Venues

Publications

Uri Gadot, Esther Derman, Navdeep Kumar, Maxence Mohamed Elfatihi, Kfir Levy, Shie Mannor
Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization. AAAI (2024)
David Valensi, Esther Derman, Shie Mannor, Gal Dalal
Tree Search-Based Policy Optimization under Stochastic Execution Delay. ICLR (2024)
David Valensi, Esther Derman, Shie Mannor, Gal Dalal
Tree Search-Based Policy Optimization under Stochastic Execution Delay. CoRR (2024)
Uri Gadot, Esther Derman, Navdeep Kumar, Maxence Mohamed Elfatihi, Kfir Levy, Shie Mannor
Solving Non-Rectangular Reward-Robust MDPs via Frequency Regularization. CoRR (2023)
Navdeep Kumar, Esther Derman, Matthieu Geist, Kfir Y. Levy, Shie Mannor
Policy Gradient for Rectangular Robust Markov Decision Processes. NeurIPS (2023)
Navdeep Kumar, Esther Derman, Matthieu Geist, Kfir Levy, Shie Mannor
Policy Gradient for s-Rectangular Robust Markov Decision Processes. CoRR (2023)
Esther Derman, Yevgeniy Men, Matthieu Geist, Shie Mannor
Twice Regularized Markov Decision Processes: The Equivalence between Robustness and Regularization. CoRR (2023)
Esther Derman, Matthieu Geist, Shie Mannor
Twice regularized MDPs and the equivalence between robustness and regularization. NeurIPS (2021)
Esther Derman, Matthieu Geist, Shie Mannor
Twice regularized MDPs and the equivalence between robustness and regularization. CoRR (2021)
Esther Derman, Gal Dalal, Shie Mannor
Acting in Delayed Environments with Non-Stationary Markov Policies. ICLR (2021)
Esther Derman, Gal Dalal, Shie Mannor
Acting in Delayed Environments with Non-Stationary Markov Policies. CoRR (2021)
Esther Derman, Shie Mannor
Distributional Robustness and Regularization in Reinforcement Learning. CoRR (2020)
Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
A Bayesian Approach to Robust Reinforcement Learning. UAI (2019)
Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
A Bayesian Approach to Robust Reinforcement Learning. CoRR (2019)
Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
Soft-Robust Actor-Critic Policy-Gradient. UAI (2018)
Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor
Soft-Robust Actor-Critic Policy-Gradient. CoRR (2018)