Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty

5 August 2021

Papers citing "Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty"

4 / 4 papers shown

Title
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees James Queeney E. C. Ozcan I. Paschalidis Christos G. Cassandras OOD OffRL 36 5 0 31 Jan 2023
Robust Constrained Reinforcement Learning Yue Wang Fei Miao Shaofeng Zou 42 12 0 14 Sep 2022
Explicit Explore, Exploit, or Escape ( $E^4$ ): near-optimal safety-constrained reinforcement learning in polynomial time David M. Bossens Nick Bishop 16 8 0 14 Nov 2021
Maximum Entropy RL (Provably) Solves Some Robust RL Problems Benjamin Eysenbach Sergey Levine OOD 50 176 0 10 Mar 2021