Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning

30 January 2023

Papers citing "Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning"

4 / 4 papers shown

Title
Distributionally Robust Constrained Reinforcement Learning under Strong Duality Zhengfei Zhang Kishan Panaganti Laixi Shi Yanan Sui Adam Wierman Yisong Yue OOD 37 3 0 22 Jun 2024
Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model Siemen Herremans Ali Anwar Siegfried Mercelis 35 2 0 14 Jun 2024
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees James Queeney E. C. Ozcan I. Paschalidis Christos G. Cassandras OOD OffRL 29 5 0 31 Jan 2023
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach Yinlam Chow Aviv Tamar Shie Mannor Marco Pavone 62 310 0 06 Jun 2015