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Review article

First published 2026-1

Enhancing grid stability and renewable energy integration with reinforcement learning for optimized demand response

Alibek Rustamovich Esanov, Chang Gyoon Lim

Energy Exploration & Exploitation

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Research article

First published 2026-3

A reinforcement learning-based approach to valve plate optimization for reducing flow ripple in an axial piston pump

Xiaosong Xia, Shaogan Ye, Liang Hou [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2024-12

Leveling control of multi-cylinder hydraulic press based on multi-agent reinforcement learning

Chao Jia, Peng Liu

Transactions of the Institute of Measurement and Control

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Research article

First published 2025

Automatic pipeline layout optimization based on deep reinforcement learning

Zixin Huang, Ziang Wei, Junwei Zhou [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2026

Cooperative Adaptive Cruise Control with Model-Based Imitation Reinforcement Learning in Mixed Traffic of Connected Autonomous and Human Driven Vehicles

Yongchao Wang, Lina Wu, Yusheng Ci

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-1

End-to-end active non-cooperative target tracking of free-floating space manipulators

Wenxiao Lei, Guanghui Sun

Transactions of the Institute of Measurement and Control

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Research article

First published 2026-1

Energy management and optimization for fuel cell vehicles incorporating deep reinforcement learning and traffic light information

Yukun Zhang, Weiwei Huo, Yong Chen [...]

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

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Research article

First published 2025-10

A deep reinforcement learning framework for achieving super-human hazard perception in autonomous driving agents

Navid Bizhe, Ali Nahvi

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

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Research article

First published 2026-2

Application of improved SAC energy management strategy for fuel cell vehicles

Haoyang Xu, Jiyan Qi

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

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Research article

First published 2025-3

Robot target tracking control considering obstacle avoidance based on combination of deep reinforcement learning and PID

Yong Liu, Xiao Jiang, Xiang Li [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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