TRC: Trust Region Conditional Value at Risk for Safe Reinforcement Learning

1 December 2023

Papers citing "TRC: Trust Region Conditional Value at Risk for Safe Reinforcement Learning"

7 / 7 papers shown

Title
Measures of Variability for Risk-averse Policy Gradient Yudong Luo Yangchen Pan Jiaqi Tan Pascal Poupart 40 0 0 15 Apr 2025
Safe CoR: A Dual-Expert Approach to Integrating Imitation Learning and Safe Reinforcement Learning Using Constraint Rewards Hyeokjin Kwon Gunmin Lee Junseo Lee Songhwai Oh 43 0 0 02 Jul 2024
Robust Risk-Sensitive Reinforcement Learning with Conditional Value-at-Risk Xinyi Ni Lifeng Lai 44 0 0 02 May 2024
Efficient Off-Policy Safe Reinforcement Learning Using Trust Region Conditional Value at Risk Dohyeong Kim Songhwai Oh OffRL 17 19 0 01 Dec 2023
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints Dohyeong Kim Kyungjae Lee Songhwai Oh 21 9 0 26 Jan 2023
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning Maxwell Standen Junae Kim Claudia Szabo AAML 29 5 0 11 Jan 2023
Safe Model-Based Reinforcement Learning with an Uncertainty-Aware Reachability Certificate Dongjie Yu Wenjun Zou Yujie Yang Haitong Ma Sheng Li Jingliang Duan Jianyu Chen 29 14 0 14 Oct 2022