Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents

30 January 2023

Papers citing "Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents"

4 / 4 papers shown

Title
Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model Zilong Deng Simon Khan Shaofeng Zou 42 0 0 11 Mar 2025
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem Nima Akbarzadeh Erick Delage Yossiri Adulyasak 20 0 0 30 Oct 2024
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation Yu Chen Xiangcheng Zhang Siwei Wang Longbo Huang 23 3 0 28 Feb 2024
Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning Yingjie Fei Zhuoran Yang Yudong Chen Zhaoran Wang 26 46 0 06 Nov 2021