Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures

14 January 2023

Papers citing "Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures"

9 / 9 papers shown

Title
Root Cause Attribution of Delivery Risks via Causal Discovery with Reinforcement Learning Shi Bo 120 7 0 11 Aug 2024
Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence Minheng Xiao Xian Yu Lei Ying 105 2 0 23 May 2024
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures Xian Yu Lei Ying 78 5 0 26 Jan 2023
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.2K 150,433 0 22 Dec 2014
Algorithms for CVaR Optimization in MDPs Yinlam Chow Mohammad Ghavamzadeh 108 201 0 12 Jun 2014
Optimizing the CVaR via Sampling Aviv Tamar Yonatan Glassner Shie Mannor 94 186 0 15 Apr 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 137 12,280 0 19 Dec 2013
An Approximate Solution Method for Large Risk-Averse Markov Decision Processes Marek Petrik D. Subramanian 87 32 0 16 Oct 2012
Policy Gradients with Variance Related Risk Criteria Dotan Di Castro Aviv Tamar Shie Mannor 107 211 0 27 Jun 2012