Distributed deep reinforcement learning-based energy and emission management strategy for hybrid electric vehicles X Tang, J Chen, T Liu, Y Qin, D Cao IEEE Transactions on Vehicular Technology 70 (10), 9922-9934, 2021 | 113 | 2021 |
Double deep reinforcement learning-based energy management for a parallel hybrid electric vehicle with engine start–stop strategy X Tang, J Chen, H Pu, T Liu, A Khajepour IEEE Transactions on Transportation Electrification 8 (1), 1376-1388, 2021 | 103 | 2021 |
Visual detection and deep reinforcement learning-based car following and energy management for hybrid electric vehicles X Tang, J Chen, K Yang, M Toyoda, T Liu, X Hu IEEE Transactions on Transportation Electrification 8 (2), 2501-2515, 2022 | 56 | 2022 |
Deep reinforcement learning-based multi-objective control of hybrid power system combined with road recognition under time-varying environment J Chen, H Shu, X Tang, T Liu, W Wang Energy 239, 122123, 2022 | 39 | 2022 |
Uncertainties in onboard algorithms for autonomous vehicles: Challenges, mitigation, and perspectives K Yang, X Tang, J Li, H Wang, G Zhong, J Chen, D Cao IEEE Transactions on Intelligent Transportation Systems 24 (9), 8963-8987, 2023 | 28 | 2023 |
基于深度强化学习的混合动力汽车智能跟车控制与能量管理策略研究 唐小林, 陈佳信, 刘腾, 李佳承, 胡晓松 机械工程学报 57 (22), 237-246, 2021 | 11 | 2021 |
Transferred energy management strategies for hybrid electric vehicles based on driving conditions recognition T Liu, X Tang, J Chen, H Wang, W Tan, Y Yang 2020 IEEE Vehicle Power and Propulsion Conference (VPPC), 1-6, 2020 | 8 | 2020 |
Deep Reinforcement Learning-Based Integrated Control of Hybrid Electric Vehicles Driven by Lane-Level High-Definition Map J Chen, S Li, K Yang, C Wei, X Tang IEEE Transactions on Transportation Electrification 10 (1), 1642-1655, 2023 | 7 | 2023 |
基于云控系统高精度地图驱动的深度强化学习型混合动力汽车集成控制 唐小林, 陈佳信, 高博麟, 杨凯, 胡晓松, 李克强 机械工程学报 58 (24), 163-177, 2022 | 7 | 2022 |
Adaptive energy management for real driving conditions via transfer reinforcement learning T Liu, W Tan, X Tang, J Chen, D Cao arXiv preprint arXiv:2007.12560, 2020 | 5 | 2020 |
Reinforcement Learning-Based Energy Management for Hybrid Power Systems: State-of-the-Art Survey, Review, and Perspectives X Tang, J Chen, Y Qin, T Liu, K Yang, A Khajepour, S Li Chinese Journal of Mechanical Engineering 37 (1), 43, 2024 | 2 | 2024 |
A unified benchmark for deep reinforcement learning-based energy management: Novel training ideas with the unweighted reward J Chen, X Tang, K Yang Energy 307, 132687, 2024 | | 2024 |