Risk-Constrained Reinforcement Learning with Percentile Risk Criteria

Risk-Constrained Reinforcement Learning with Percentile Risk Criteria

5 December 2015

Mohammad Ghavamzadeh

Papers citing "Risk-Constrained Reinforcement Learning with Percentile Risk Criteria"

14 / 14 papers shown

Title
Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions Shanyu Han Yang Liu Xiang Yu 55 0 0 07 May 2025
Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Harry Mead Clarissa Costen Bruno Lacerda Nick Hawes 79 0 0 29 Apr 2025
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments Yun Qu Wenjie Wang Yixiu Mao Yiqin Lv Xiangyang Ji TTA 112 0 0 27 Apr 2025
TraCeS: Trajectory Based Credit Assignment From Sparse Safety Feedback Siow Meng Low Akshat Kumar 65 0 0 17 Apr 2025
Risk-Aware Reinforcement Learning for Autonomous Driving: Improving Safety When Driving through Intersection Bo Leng Ran Yu Wei Han Lu Xiong Zhuoren Li Hailong Huang 74 1 0 25 Mar 2025
Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence Minheng Xiao Xian Yu Lei Ying 54 2 0 23 May 2024
Semantic-Aware Remote Estimation of Multiple Markov Sources Under Constraints Jiping Luo Nikolaos Pappas 73 7 0 25 Mar 2024
Adaptive Sampling for Stochastic Risk-Averse Learning Sebastian Curi Kfir Y. Levy Stefanie Jegelka Andreas Krause 64 53 0 28 Oct 2019
Algorithms for CVaR Optimization in MDPs Yinlam Chow Mohammad Ghavamzadeh 60 198 0 12 Jun 2014
Variance Adjusted Actor Critic Algorithms Aviv Tamar Shie Mannor OffRL 43 43 0 14 Oct 2013
An MDP-based Recommender System Guy Shani Ronen I. Brafman David Heckerman LRM 67 968 0 12 Dec 2012
An Approximate Solution Method for Large Risk-Averse Markov Decision Processes Marek Petrik D. Subramanian 32 32 0 16 Oct 2012
Policy Gradients with Variance Related Risk Criteria Dotan Di Castro Aviv Tamar Shie Mannor 68 206 0 27 Jun 2012
Infinite-Horizon Policy-Gradient Estimation Jonathan Baxter Peter L. Bartlett 70 808 0 03 Jun 2011