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Research article

First published 2024-10

Combining multi-agent deep deterministic policy gradient and rerouting technique to improve traffic network performance under mixed traffic conditions

Hung Tuan Trinh, Sang-Hoon Bae, Duy Quang Tran

SIMULATION

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Research article

First published 2024

Multiple unmanned aerial vehicle coordinated strikes against ground targets based on an improved multi-agent deep deterministic policy gradient algorithm

Wei Li, Xin Chen, Wei Yu [...]

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

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Research article

First published 2022-8

A Friend-or-Foe framework for multi-agent reinforcement learning policy generation in mixing cooperative–competitive scenarios

Yu Sun, Jun Lai, Lei Cao [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2026

Multi-view generative synergistic optimization agent for few-shot machinery fault diagnosis under limited labeled data

Jintian Sun, Xihong Fei, Lei Su [...]

Structural Health Monitoring

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Research article

First published 2026-1

A cooperative lateral and vertical control strategy for autonomous vehicles based on multi-agent deep reinforcement learning

Qianjie Liu, Peixiang Xiong, Qingyuan Zhu [...]

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

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Research article

First published 2026

Perception-enhanced cooperative evasion control for multi-unmanned vehicles under partial observability

Zhi Xiong, Wenjie Zhang, Yin Wang

Journal of Vibration and Control

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Research article

First published 2025

Application of multi-agent reinforcement learning system in optimizing higher education resource allocation

Jingya Xu, Bowen Ding, Huier Peng [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024-11

Collaborative adaptive cruise control and energy management strategy for extended-range electric logistics van platoon

Gang Wang, Hongliang Wang, Dawei Pi [...]

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

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Research article

First published 2025-9

Research on Obstacle Avoidance Strategy of Automated Heavy Vehicle Platoon in High-Speed Scenarios

Yingfeng Cai, Lili Zhan, Xiaoqiang Sun [...]

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

Open access

Research article

First published 2026

Multi-USV coordination control method of path planning and tracking based on MADDPG for target capture

Qi Zhu, Chaofang Hu, Chunbo Lu

Measurement and Control

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