教师名录

南江峰其他
所在院系:车辆工程系
办公室:
电话:
邮箱:njf@seu.edu.cn
个人简介

南江峰,博士,20246月毕业于北京航空航天大学交通科学与工程学院,师从邓伟文教授,5657威尼斯“至善”博士后,合作导师为殷国栋教授。主要研究方向为自动驾驶的决策与控制、基于深度逆强化学习的自动驾驶类人决策规划方法、具备协同自进化能力的安全增强型自动驾驶方法等。近年来以第一作者/通讯作者身份发表SCI期刊论文6篇(其中5篇为中科院一区或Top期刊),担任IEEE TVTIEEE ITS等多个国际著名期刊审稿人。


学习经历
工作经历

2024.07-至今 5657威尼斯,5657威尼斯,“至善”博士后,合作导师:殷国栋

2019.08-2020.05 上汽技术中心,控制集成部,控制器工程师


教授课程
研究方向
自动驾驶决策与控制、基于深度逆强化学习的自动驾驶类人决策规划方法、具备协同自进化能力的安全增强型自动驾驶方法、汽车模拟仿真与测试
审稿期刊

IEEE TVTIEEE ITS、IEEE TASE、 IEEE TIV、IEEE Sensors Journal等

学术兼职
获奖情况
论文著作

1.       Nan J, Deng W, Zheng B. Intention prediction and mixed strategy mashequilibrium-based decision-making framework for autonomous driving inuncontrolled intersection[J]. IEEE Transactions on Vehicular Technology, 2022,71(10): 10316-10326. (SCI检索, 中科院二区Top期刊, IF: 6.8, 第一作者)

2.       Nan J, Deng W, Zhang R, et al. Interaction-aware planning with deep inversereinforcement learning for human-like autonomous driving in merge scenarios[J].IEEE Transactions on Intelligent Vehicles, 2024, 9(1): 2714-2726. (SCI检索, 中科院一区期刊, IF: 14, 第一作者)

3.       Nan J, Deng W, Zhang R, et al. Car-following behavior modeling with maximumentropy deep inverse reinforcement learning[J]. IEEE Transactions onIntelligent Vehicles, 2024, 9(2): 3998-4010. (SCI检索, 中科院一区期刊, IF: 14, 第一作者)

4.       Nan J, Deng W, Zhang R, et al. A long-term actor network for human-likecar-following trajectory planning guided by offline sample-based deep inversereinforcement learning[J]. IEEE Transactions on Automation Science andEngineering, 2023. (SCI检索, 中科院二区Top期刊, IF: 5.9, DOI: 10.1109/TASE.2023.3337230, 第一作者)

5.       Nan J, Deng W, Zhao R, et al. Evaluation method with digital expert on thecriticality of car-following scenarios for autonomous vehicles testing[J].Proceedings of the Institution of Mechanical Engineers, Part D: Journal ofAutomobile Engineering, 2024. (SCI检索, 中科院四区期刊, IF: 1.7,DOI: 10.1177/09544070241245484, 第一作者)

6.       Zhao R, Deng W, Nan J*, et al. Optimizingsteering feedback torque with reinforcement learning guided by human rewardmodel[J]. IEEE Transactions on Transportation Electrification, 2024. (SCI检索, 中科院一区Top期刊, IF: 7.0, DOI: 10.1109/TTE.2024.3381266, 通讯作者)

科研项目
专利
南江峰
Tel:
Email:njf@seu.edu.cn
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Personal Introduction

南江峰,博士,20246月毕业于北京航空航天大学交通科学与工程学院,师从邓伟文教授,5657威尼斯“至善”博士后,合作导师为殷国栋教授。主要研究方向为自动驾驶的决策与控制、基于深度逆强化学习的自动驾驶类人决策规划方法、具备协同自进化能力的安全增强型自动驾驶方法等。近年来以第一作者/通讯作者身份发表SCI期刊论文6篇(其中5篇为中科院一区或Top期刊),担任IEEE TVTIEEE ITS等多个国际著名期刊审稿人。


Educational Background

1.       Nan J, Deng W, Zheng B. Intention prediction and mixed strategy mashequilibrium-based decision-making framework for autonomous driving inuncontrolled intersection[J]. IEEE Transactions on Vehicular Technology, 2022,71(10): 10316-10326. (SCI检索, 中科院二区Top期刊, IF: 6.8, 第一作者)

2.       Nan J, Deng W, Zhang R, et al. Interaction-aware planning with deep inversereinforcement learning for human-like autonomous driving in merge scenarios[J].IEEE Transactions on Intelligent Vehicles, 2024, 9(1): 2714-2726. (SCI检索, 中科院一区期刊, IF: 14, 第一作者)

3.       Nan J, Deng W, Zhang R, et al. Car-following behavior modeling with maximumentropy deep inverse reinforcement learning[J]. IEEE Transactions onIntelligent Vehicles, 2024, 9(2): 3998-4010. (SCI检索, 中科院一区期刊, IF: 14, 第一作者)

4.       Nan J, Deng W, Zhang R, et al. A long-term actor network for human-likecar-following trajectory planning guided by offline sample-based deep inversereinforcement learning[J]. IEEE Transactions on Automation Science andEngineering, 2023. (SCI检索, 中科院二区Top期刊, IF: 5.9, DOI: 10.1109/TASE.2023.3337230, 第一作者)

5.       Nan J, Deng W, Zhao R, et al. Evaluation method with digital expert on thecriticality of car-following scenarios for autonomous vehicles testing[J].Proceedings of the Institution of Mechanical Engineers, Part D: Journal ofAutomobile Engineering, 2024. (SCI检索, 中科院四区期刊, IF: 1.7,DOI: 10.1177/09544070241245484, 第一作者)

6.       Zhao R, Deng W, Nan J*, et al. Optimizingsteering feedback torque with reinforcement learning guided by human rewardmodel[J]. IEEE Transactions on Transportation Electrification, 2024. (SCI检索, 中科院一区Top期刊, IF: 7.0, DOI: 10.1109/TTE.2024.3381266, 通讯作者)

Professional Experience
Teaching
Research Interests
Refereed Journals
Other Professional Activities
Selected Publications
Research Projects
Patents and Applications