Regret Bounds for Discounted MDPs

12 February 2020

Papers citing "Regret Bounds for Discounted MDPs"

7 / 7 papers shown

Title
Reinforcement Learning from Multi-level and Episodic Human Feedback Muhammad Qasim Elahi Somtochukwu Oguchienti Maheed H. Ahmed Mahsa Ghasemi OffRL 55 0 0 20 Apr 2025
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time Xiang Ji Gen Li OffRL 32 7 0 24 May 2023
No-regret Learning in Repeated First-Price Auctions with Budget Constraints Rui Ai Chang Wang Chenchen Li Jinshan Zhang Wenhan Huang Xiaotie Deng 30 10 0 29 May 2022
Provably Efficient Kernelized Q-Learning Shuang Liu H. Su MLT 27 4 0 21 Apr 2022
Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs Jiafan He Dongruo Zhou Quanquan Gu 16 37 0 01 Oct 2020
Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping Dongruo Zhou Jiafan He Quanquan Gu 30 133 0 23 Jun 2020
$Q$ -learning with Logarithmic Regret Kunhe Yang Lin F. Yang S. Du 43 59 0 16 Jun 2020