Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification

7 November 2022

Papers citing "Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification"

7 / 7 papers shown

Title
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning Shangding Gu Laixi Shi Muning Wen Ming Jin Eric Mazumdar Yuejie Chi Adam Wierman C. Spanos OOD OffRL 36 1 0 27 Feb 2025
Solving robust MDPs as a sequence of static RL problems Adil Zouitine Matthieu Geist Emmanuel Rachelson 16 0 0 08 Oct 2024
RRLS : Robust Reinforcement Learning Suite Adil Zouitine David Bertoin Pierre Clavier Matthieu Geist Emmanuel Rachelson OffRL 30 1 0 12 Jun 2024
Time-Constrained Robust MDPs Adil Zouitine David Bertoin Pierre Clavier Matthieu Geist Emmanuel Rachelson OOD 29 0 0 12 Jun 2024
Bootstrapping Expectiles in Reinforcement Learning Pierre Clavier Emmanuel Rachelson E. L. Pennec Matthieu Geist OffRL 38 0 0 06 Jun 2024
Towards Minimax Optimality of Model-based Robust Reinforcement Learning Pierre Clavier E. L. Pennec M. Geist 17 12 0 10 Feb 2023
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh 59 162 0 21 Jan 2021