Stabilizing Q-learning with Linear Architectures for Provably Efficient Learning

1 June 2022

Papers citing "Stabilizing Q-learning with Linear Architectures for Provably Efficient Learning"

7 / 7 papers shown

Title
Refined Sample Complexity for Markov Games with Independent Linear Function Approximation Yan Dai Qiwen Cui S. S. Du 57 1 0 11 Feb 2024
Breaking the Curse of Multiagents in a Large State Space: RL in Markov Games with Independent Linear Function Approximation Qiwen Cui Kai Zhang S. Du 60 23 0 07 Feb 2023
First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach Andrew Wagenmaker Yifang Chen Max Simchowitz S. Du Kevin Jamieson 73 37 0 07 Dec 2021
Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs Naman Agarwal Syomantak Chaudhuri Prateek Jain Dheeraj M. Nagaraj Praneeth Netrapalli OffRL 63 21 0 16 Oct 2021
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 104 79 0 14 Feb 2021
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 167 0 06 Jan 2021
Optimism in Reinforcement Learning with Generalized Linear Function Approximation Yining Wang Ruosong Wang S. Du A. Krishnamurthy 137 135 0 09 Dec 2019