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Research article

First published 2025-2

Research on human sleep improvement method based on DQN

Yunzhi Tian, Qiang Zhou, Wan Li

Journal of Ambient Intelligence and Smart Environments

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Research article

First published 2025

Deep reinforcement learning based energy management strategy for multi-mode hybrid electric vehicle with dual planetary gear set

Jianhao Zhou, Zhijie Li, Chunyan Wang [...]

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

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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 2026

Multi-Intersection Traffic Signal Control With Deep Q Network Softmax Cross-Entropy Algorithm Based on Attention Mechanism

Xijun Zhang, Ziyao Xia, Longji Huang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-5

Algorithmic progress in temperature monitoring of overhead network connectors: Fusion of deep learning models

Zhiheng Zhang, Lei Song, He Zhu [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025

Path planning algorithm for AUVs operating in unstructured underwater environments

Bhaskar Jyoti Talukdar, Bikramaditya Das

Transactions of the Institute of Measurement and Control

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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 2025

Personalized online shopping recommendation algorithm and practice based on deep Q-network

Jun Han

Journal of Computational Methods in Sciences and 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 2024-4

eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation

Xiaoyu Wang, Ayal Taitler, Ilia Smirnov [...]

Transportation Research Record: Journal of the Transportation Research Board

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