Constrained Risk-Averse Markov Decision Processes

4 December 2020

Papers citing "Constrained Risk-Averse Markov Decision Processes"

6 / 6 papers shown

Title
Robust Reinforcement Learning with Dynamic Distortion Risk Measures Anthony Coache S. Jaimungal 27 1 0 16 Sep 2024
Risk-Averse MDPs under Reward Ambiguity Haolin Ruan Zhi Chen C. Ho 30 2 0 03 Jan 2023
RASR: Risk-Averse Soft-Robust MDPs with EVaR and Entropic Risk J. Hau Marek Petrik Mohammad Ghavamzadeh R. Russel 32 5 0 09 Sep 2022
Conditionally Elicitable Dynamic Risk Measures for Deep Reinforcement Learning Anthony Coache S. Jaimungal Á. Cartea 28 13 0 29 Jun 2022
STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation David D. Fan K. Otsu Y. Kubo Anushri Dixit J. W. Burdick Ali-Akbar Agha-Mohammadi 27 55 0 04 Mar 2021
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach Yinlam Chow Aviv Tamar Shie Mannor Marco Pavone 67 310 0 06 Jun 2015