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Research article

First published 2023-4

Deep Reinforcement Learning for Adaptive Learning Systems

Xiao Li, Hanchen Xu, Jinming Zhang [...]

Journal of Educational and Behavioral Statistics

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Research article

First published 2025

Energy management strategy for hybrid electric propulsion system based on parametric deep Q-network in hybrid action space

Jianhao Zhou, Weichen Lan, Chunyan Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-1

Active nonlinear vibration control of a buckled beam based on deep reinforcement learning

Yi-Ang Zhang, Songye Zhu

Journal of Vibration and Control

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Research article

First published 2020-1

Efficient hindsight reinforcement learning using demonstrations for robotic tasks with sparse rewards

Guoyu Zuo, Qishen Zhao, Jiahao Lu [...]

International Journal of Advanced Robotic Systems

Open access

Research article

First published 2023-7

Improving Deep Reinforcement Learning-Based Perimeter Metering Control Methods With Domain Control Knowledge

Dongqin Zhou, Vikash V. Gayah

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023

Energy management strategy of fuel cell vehicles with hybrid energy sources: A novel framework via deep reinforcement learning and transfer learning

Jianhao Zhou, Aijun Guo, Jie Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2021-8

A model free controller based on reinforcement learning for active steering system with uncertainties

Jintao Zhao, Shuo Cheng, Liang Li [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-1

Toward Safe Autonomous Highway Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach

Iman Sharifi, Mustafa Yildirim, Saber Fallah

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-5

Delamination and thrust force analysis in GLARE: Influence of tool geometry and prediction with machine learning models

Ergün Ekici, İbrahim Pazarkaya, Gültekin Uzun

Journal of Composite Materials

Open access

Research article

First published 2025-12

Fusion application of event-triggered deep reinforcement learning and adaptive fuzzy PID in multi-physics disturbance suppression for ultra-precision motion control

Yuebo Wu, Duansong Wang, Jian Zhou [...]

Advances in Mechanical Engineering

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