Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs

15 May 2023

Papers citing "Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs"

5 / 5 papers shown

Title
Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback Yan Dai Haipeng Luo Liyu Chen 52 19 0 26 May 2022
Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs Dongruo Zhou Quanquan Gu 73 43 0 23 May 2022
Near-optimal Policy Optimization Algorithms for Learning Adversarial Linear Mixture MDPs Jiafan He Dongruo Zhou Quanquan Gu 90 23 0 17 Feb 2021
Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP Zihan Zhang Jiaqi Yang Xiangyang Ji S. Du 54 36 0 29 Jan 2021
Optimism in Reinforcement Learning with Generalized Linear Function Approximation Yining Wang Ruosong Wang S. Du A. Krishnamurthy 127 135 0 09 Dec 2019