Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion

25 October 2023

Papers citing "Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion"

4 / 4 papers shown

Title
Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation Taehyun Cho Seung Han Kyungjae Lee Seokhun Ju Dohyeong Kim Jungwoo Lee 66 0 0 31 Jul 2024
The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning Ke Sun Yingnan Zhao Enze Shi Yafei Wang Xiaodong Yan Bei Jiang Linglong Kong OOD OffRL UQCV 28 2 0 07 Oct 2021
The Potential of the Return Distribution for Exploration in RL Thomas M. Moerland Joost Broekens Catholijn M. Jonker 26 9 0 11 Jun 2018
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach Yinlam Chow Aviv Tamar Shie Mannor Marco Pavone 73 312 0 06 Jun 2015