Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via
Online High-Confidence Change-Point Detection

Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection

20 May 2021

Bruno C. da Silva

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Papers citing "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"

9 / 9 papers shown

Title
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 272 2 0 22 Feb 2025
Restarted Bayesian Online Change-point Detection for Non-Stationary Markov Decision Processes Réda Alami Mohammed Mahfoud Eric Moulines 69 3 0 01 Apr 2023
Online Reinforcement Learning in Non-Stationary Context-Driven Environments Pouya Hamadanian Arash Nasr-Esfahany Malte Schwarzkopf Siddartha Sen MohammadIman Alizadeh CLL OffRL 159 0 0 04 Feb 2023
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context Xiaoyu Chen Geng Chen Yufeng Zheng Pushi Zhang Li Zhao ... Peng Cheng Y. Xiong Tao Qin Jianyu Chen Tie-Yan Liu OffRL 105 13 0 24 Dec 2022
Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization Tiantian Zhang Zichuan Lin Yuxing Wang Deheng Ye Qiang Fu Wei Yang Xueqian Wang Bin Liang Bo Yuan Xiu Li CLL 108 11 0 01 Sep 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning C. Steinparz Thomas Schmied Fabian Paischer Marius-Constantin Dinu Vihang Patil Angela Bitto-Nemling Hamid Eghbalzadeh Sepp Hochreiter CLL 97 12 0 12 Jul 2022
Factored Adaptation for Non-Stationary Reinforcement Learning Fan Feng Erdun Gao Kun Zhang Sara Magliacane CML OffRL 136 35 0 30 Mar 2022
Dynamic neighbourhood optimisation for task allocation using multi-agent N. Creech Natalia Criado S. Miles 112 1 0 16 Feb 2021
Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control L. N. Alegre A. Bazzan Bruno C. da Silva 57 14 0 09 Apr 2020