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2211.03413
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Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness
to Model Misspecification

v1v2 (latest)

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

Neural Information Processing Systems (NeurIPS), 2022

7 November 2022

ArXiv (abs)PDF HTML

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

10 / 10 papers shown

Adversarial Diffusion for Robust Reinforcement Learning

Adversarial Diffusion for Robust Reinforcement Learning

Daniele Foffano

Alexandre Proutiere

193

2

0

28 Sep 2025

SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer

SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer

Max van der Hart

389

2

0

23 Sep 2025

Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation

Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation

Kosuke Nakanishi

277

0

0

20 Jun 2025

Maximum Total Correlation Reinforcement Learning

Maximum Total Correlation Reinforcement Learning

229

3

0

22 May 2025

Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning

Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2025

469

13

0

27 Feb 2025

Solving robust MDPs as a sequence of static RL problems

Solving robust MDPs as a sequence of static RL problems

Matthieu Geist

Emmanuel Rachelson

375

2

0

08 Oct 2024

RRLS : Robust Reinforcement Learning Suite

RRLS : Robust Reinforcement Learning Suite

Matthieu Geist

Emmanuel Rachelson

313

3

0

12 Jun 2024

Time-Constrained Robust MDPs

Time-Constrained Robust MDPs

Matthieu Geist

Emmanuel Rachelson

244

5

0

12 Jun 2024

Bootstrapping Expectiles in Reinforcement Learning

Bootstrapping Expectiles in Reinforcement Learning

Emmanuel Rachelson

Matthieu Geist

329

1

0

06 Jun 2024

Towards Minimax Optimality of Model-based Robust Reinforcement Learning

Towards Minimax Optimality of Model-based Robust Reinforcement LearningConference on Uncertainty in Artificial Intelligence (UAI), 2023

476

20

0

10 Feb 2023

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