A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization

17 March 2024

Papers citing "A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization"

6 / 6 papers shown

Title
Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Harry Mead Clarissa Costen Bruno Lacerda Nick Hawes 24 0 0 29 Apr 2025
Measures of Variability for Risk-averse Policy Gradient Yudong Luo Yangchen Pan Jiaqi Tan Pascal Poupart 40 0 0 15 Apr 2025
The Perfect Blend: Redefining RLHF with Mixture of Judges Tengyu Xu Eryk Helenowski Karthik Abinav Sankararaman Di Jin Kaiyan Peng ... Gabriel Cohen Yuandong Tian Hao Ma Sinong Wang Han Fang 38 9 0 30 Sep 2024
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 214 839 0 12 Oct 2021
Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics Arsenii Kuznetsov Pavel Shvechikov Alexander Grishin Dmitry Vetrov 136 185 0 08 May 2020
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach Yinlam Chow Aviv Tamar Shie Mannor Marco Pavone 67 310 0 06 Jun 2015