Reinforcement Learning with Heterogeneous Data: Estimation and Inference

31 January 2022

Papers citing "Reinforcement Learning with Heterogeneous Data: Estimation and Inference"

7 / 7 papers shown

Title
Reinforcement Learning for Individual Optimal Policy from Heterogeneous Data Rui Miao B. Shahbaba A. Qu OffRL 21 0 0 14 May 2025
Off-policy Evaluation in Doubly Inhomogeneous Environments Zeyu Bian C. Shi Zhengling Qi Lan Wang OffRL 27 3 0 14 Jun 2023
Statistical Inference with Stochastic Gradient Methods under $φ$ -mixing Data Ruiqi Liu X. Chen Zuofeng Shang FedML 17 6 0 24 Feb 2023
Deep Spectral Q-learning with Application to Mobile Health Yuhe Gao C. Shi R. Song 14 0 0 03 Jan 2023
Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent X. Chen Zehua Lai He Li Yichen Zhang 19 4 0 30 Dec 2022
Doubly Inhomogeneous Reinforcement Learning Liyuan Hu Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 27 2 0 08 Nov 2022
Testing Stationarity and Change Point Detection in Reinforcement Learning Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 39 9 0 03 Mar 2022