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Research article

First published 2024-7

Research on Dueling Double Deep Q Network Algorithm Based on Single-Step Momentum Update

Peicheng Shi, Jianguo Zhang, Bin Hai [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-9

Real-Time Adjustment Method with Train Delays for Metro Systems based on the Double Dueling Deep Q-Network Algorithm

Wei Li, Yushen Hu, Qin Luo [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

Adaptive Battery Swapping for Autonomous Delivery Vehicles Using Dueling Double Deep Q Network

Ke Zhang, Miaojia Lu, Seckin Ozkul

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

Energy management strategy for hybrid electric vehicles based on deep reinforcement learning with driving condition recognition and expert demonstrations

Fusheng Xie, Guangqiang Wu

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

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Research article

First published 2025-7

Dynamic flexible job shop scheduling based on deep reinforcement learning

Dan Yang, Xiantao Shu, Zhen Yu [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2026-1

A dueling double deep Q-network with style-based recalibration module for traffic light optimization in deep reinforcement learning

JinFang Sheng, Wang Cai, Bin Wang

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

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Research article

First published 2026-1

Intelligent active defense guidance for the flight vehicle with incomplete information

Haizhao Liang, Weilin Ni, Peihuan Qiu [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2020-08

MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning

Haizhou Du, Ping Han, Qiao Xiang [...]

Big Data

Open access

Research article

First published 2022-7

Connected and automated vehicle control at unsignalized intersection based on deep reinforcement learning in vehicle-to-infrastructure environment

Juan Chen, Vijayan Sugumaran, Peiyan Qu

International Journal of Distributed Sensor Networks

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Research article

First published 2024-12

Research on Intelligent Signal Timing Optimization of Signalized Intersection Based on Deep Reinforcement Learning Using Floating Car Data

Deqi Chen, Tiandong Xu, Siwei Ma [...]

Transportation Research Record: Journal of the Transportation Research Board

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