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Min Hua

University of Birmingham

SCHOLARLY PAPERS

4

DOWNLOADS

401

TOTAL CITATIONS

8

Scholarly Papers (4)

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1.

Bayesian Optimization for Hyper-Parameter Tuning of an Improved Twin Delayed Deep Deterministic Policy Gradients Based Energy Management Strategy for Plug-In Hybrid Electric Vehicles

Number of pages: 18 Posted: 18 May 2024
Jinhai Wang, Changqing Du, Fuwu Yan, Min Hua, Xiangyu Gongye, Quan Yuan, Hongming Xu and Quan Zhou
Wuhan University of Technology, Wuhan University of Technology, Wuhan University of Technology, University of Birmingham, Wuhan University of Technology, Wuhan University of Technology, Chang’an University - School of Automobile and University of Birmingham
Downloads 129 (576,708)
Citation 7

Abstract:

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Energy management strategy, Plug-in hybrid electric vehicles, Twin Delayed Deep Deterministic Policy Gradients, Hyper-parameter tuning, Non-parametric reward function

2.

Lane Change Trajectory Prediction Considering Driving Style Uncertainty for Autonomous Vehicles

Number of pages: 23 Posted: 08 Jun 2023
Guoying Chen, Zheng Gao, Min Hua, Bin Shuai and Zhenhai Gao
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Birmingham, Tsinghua University and Jilin University (JLU)
Downloads 123 (596,393)

Abstract:

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Attention mechanisms, lane change behavioral recognition, driving style, Gaussian processes, interactive multi-model, trajectory prediction

3.

Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Downloads 95 (742,061)

Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Number of pages: 52 Posted: 28 Sep 2023
Zemin Eitan Liu, Yanfei Li, Quan Zhou, Yong Li, Bin Shuai, Hongming Xu, Min Hua, Lubing Xu and Guikun Tan
Tsinghua University, Tsinghua University, University of Birmingham, Tsinghua University, Tsinghua University, Chang’an University - School of Automobile, University of Birmingham, Tsinghua University and Tsinghua University
Downloads 49 (1,119,531)

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machine learning, Synthetic Driving Cycle, Deep reinforcement learning, Big Data, Energy management strategy, Hybrid Electric Vehicles

Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Number of pages: 18 Posted: 29 Feb 2024
Zemin Eitan Liu, Yanfei Li, Quan Zhou, Yong Li, Bin Shuai, Hongming Xu, Min Hua, Lubing Xu and Guikun Tan
Tsinghua University, Tsinghua University, University of Birmingham, Tsinghua University, Tsinghua University, Chang’an University - School of Automobile, University of Birmingham, Tsinghua University and Tsinghua University
Downloads 46 (1,170,161)

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Machine Learning, Synthetic Driving Cycle, Deep Reinforcement Learning, Big Data, Energy Management Strategy, Hybrid Electric Vehicles

4.

Real-Time Energy Management for Hev Combining Naturalistic Driving Data and Deep Reinforcement Learning with High Generalization

Number of pages: 17 Posted: 28 Jun 2024
Zemin Eitan Liu, Yong Li, Quan Zhou, Bin Shuai, Min Hua, Hongming Xu, Lubing Xu, Guikun Tan and Yanfei Li
University of Pittsburgh, Tsinghua University, University of Birmingham, Tsinghua University, University of Birmingham, Chang’an University - School of Automobile, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 54 (1,041,696)
Citation 1

Abstract:

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Deep Reinforcement Learning, Synthetic Driving Cycle, Machine Learning, Big Data, Energy Management Strategy, Hybrid Electric Vehicles