Risk-Averse Learning by Temporal Difference Methods

2 March 2020

Papers citing "Risk-Averse Learning by Temporal Difference Methods"

7 / 7 papers shown

Title
Robust Reinforcement Learning with Dynamic Distortion Risk Measures Anthony Coache S. Jaimungal 95 1 0 16 Sep 2024
Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence Minheng Xiao Xian Yu Lei Ying 92 2 0 23 May 2024
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures Xian Yu Lei Ying 54 5 0 26 Jan 2023
How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics Anirudha Majumdar Marco Pavone 93 195 0 30 Oct 2017
A Distributional Perspective on Reinforcement Learning Marc G. Bellemare Will Dabney Rémi Munos OffRL 101 1,506 0 21 Jul 2017
Algorithms for CVaR Optimization in MDPs Yinlam Chow Mohammad Ghavamzadeh 102 200 0 12 Jun 2014
Policy Gradients with Variance Related Risk Criteria Dotan Di Castro Aviv Tamar Shie Mannor 101 211 0 27 Jun 2012