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Research article

First published 2026

Hybrid Soft Actor-Critic with Curriculum Learning for Sparse-Reward Mobile Robot Navigation

Fabio Demo Rosa, Raul Steinmetz, Daniel Fernando Tello Gamarra

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-9

Enhanced PV power prediction using LSTM-integrated soft actor–critic model based on long short-term memory

Yang Xu, Zhengqiu Lu

Journal of Computational Methods in Sciences and Engineering

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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 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 2024-9

Learning to drive as humans do: Reinforcement learning for autonomous navigation

Ge Lun, Zhou Xiaoguang, Wang Yongcong

International Journal of Advanced Robotic Systems

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Research article

First published 2024-1

Real-time implementation of deep reinforcement learning controller for speed tracking of robotic fish through data-assisted modeling

Palmani Duraisamy, Manigandan Nagarajan Santhanakrishnan, Rengarajan Amirtharajan [...]

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

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Research article

First published 2025-10

Research on robust decision making for intelligent connected vehicle at highway on-ramp

Huazhen Fang, Li Liu, Qing Gu [...]

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

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Research article

First published 2025-9

Investigation of energy management strategy based on deep reinforcement learning algorithm for multi-speed pure electric vehicles

Weiwei Yang, Denghao Luo, Wenming Zhang [...]

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

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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 2022-12

Qatar's multi-actors sports strategy: Diplomacy,critics and legitimisation

Håvard Stamnes Søyland, Marcelo Moriconi

International Area Studies Review

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