Efficient hybrid reinforcement learning: Boosting sample efficiency in online learning with offline data and dynamics representation learning

Expert Systems with Applications 2026

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Authors: Jun Zheng, Runda Jia, Shaoning Liu, Dakuo He
DOI: 10.1016/j.eswa.2026.131987
Cited by: 2
References: 11

Fields of Study & Subjects

Reinforcement Learning in Robotics Advanced Bandit Algorithms Research Adaptive Dynamic Programming Control

Publication details

Journal / source
Expert Systems with Applications
Publisher
Elsevier BV
Volume
317
Pages
131987–131987
Publication date
9 March 2026
Language
EN