| Real-time predictive energy management of plug-in hybrid electric vehicles for coordination of fuel economy and battery degradation N Guo, X Zhang, Y Zou, L Guo, G Du Energy 214, 119070, 2021 | 184 | 2021 |
| Deep reinforcement learning based energy management for a hybrid electric vehicle G Du, Y Zou, X Zhang, T Liu, J Wu, D He Energy 201, 117591, 2020 | 166 | 2020 |
| Intelligent energy management for hybrid electric tracked vehicles using online reinforcement learning G Du, Y Zou, X Zhang, Z Kong, J Wu, D He Applied Energy 251, 113388, 2019 | 132 | 2019 |
| A supervisory control strategy of distributed drive electric vehicles for coordinating handling, lateral stability, and energy efficiency N Guo, X Zhang, Y Zou, B Lenzo, G Du, T Zhang IEEE transactions on transportation electrification 7 (4), 2488-2504, 2021 | 108 | 2021 |
| Energy management for a hybrid electric vehicle based on prioritized deep reinforcement learning framework G Du, Y Zou, X Zhang, L Guo, N Guo Energy 241, 122523, 2022 | 69 | 2022 |
| Heuristic energy management strategy of hybrid electric vehicle based on deep reinforcement learning with accelerated gradient optimization G Du, Y Zou, X Zhang, L Guo, N Guo IEEE Transactions on Transportation Electrification 7 (4), 2194-2208, 2021 | 67 | 2021 |
| High robustness energy management strategy of hybrid electric vehicle based on improved soft actor-critic deep reinforcement learning W Sun, Y Zou, X Zhang, N Guo, B Zhang, G Du Energy 258, 124806, 2022 | 63 | 2022 |
| Bi-level energy management of plug-in hybrid electric vehicles for fuel economy and battery lifetime with intelligent state-of-charge reference X Zhang, L Guo, N Guo, Y Zou, G Du Journal of Power Sources 481, 228798, 2021 | 62 | 2021 |
| Cost-optimal energy management strategy for plug-in hybrid electric vehicles with variable horizon speed prediction and adaptive state-of-charge reference L Guo, X Zhang, Y Zou, N Guo, J Li, G Du Energy 232, 120993, 2021 | 42 | 2021 |
| A hierarchical energy management for hybrid electric tracked vehicle considering velocity planning with pseudospectral method J Wu, Y Zou, X Zhang, G Du, G Du, R Zou IEEE Transactions on Transportation Electrification 6 (2), 703-716, 2020 | 35 | 2020 |
| Co-optimization strategy of unmanned hybrid electric tracked vehicle combining eco-driving and simultaneous energy management L Guo, X Zhang, Y Zou, L Han, G Du, N Guo, C Xiang Energy 246, 123309, 2022 | 31 | 2022 |
| A transferable energy management strategy for hybrid electric vehicles via dueling deep deterministic policy gradient J Xu, Z Li, G Du, Q Liu, L Gao, Y Zhao Green Energy and Intelligent Transportation 1 (2), 100018, 2022 | 29 | 2022 |
| Predictive eco-driving application considering real-world traffic flow X Zhang, T Zhang, Y Zou, G Du, N Guo Ieee Access 8, 82187-82200, 2020 | 28 | 2020 |
| Hierarchical motion planning and tracking for autonomous vehicles using global heuristic based potential field and reinforcement learning based predictive control G Du, Y Zou, X Zhang, Z Li, Q Liu IEEE Transactions on Intelligent Transportation Systems 24 (8), 8304-8323, 2023 | 27 | 2023 |
| Online updating energy management strategy based on deep reinforcement learning with accelerated training for hybrid electric tracked vehicles B Zhang, Y Zou, X Zhang, G Du, F Jiao, N Guo IEEE Transactions on Transportation Electrification 8 (3), 3289-3306, 2022 | 20 | 2022 |
| A high-precision LiDAR-inertial odometry via Kalman filter and factor graph optimization J Tang, X Zhang, Y Zou, Y Li, G Du IEEE Sensors Journal 23 (11), 11218-11231, 2023 | 17 | 2023 |
| Fast learning-based control for energy management of hybrid electric vehicles T Liu, G Du, Y Zou, D Cao IFAC-PapersOnLine 51 (31), 595-600, 2018 | 11 | 2018 |
| Graph reinforcement learning application to co-operative decision-making in mixed autonomy traffic: Framework, survey, and challenges Q Liu, X Li, Z Li, J Wu, G Du, X Gao, F Yang, S Yuan arXiv preprint arXiv:2211.03005, 2022 | 8 | 2022 |
| Joint Routing and Scheduling Optimization of in Vehicle Time Sensitive Networks based on Improved Grey Wolf Optimizer W Sun, Y Zou, X Zhang, Y Wen, G Du, J Liu, J Wu IEEE Internet of Things Journal, 2023 | 4 | 2023 |
| Heuristic reinforcement learning based overtaking decision for an autonomous vehicle G Du, Y Zou, X Zhang, G Dong, X Yin IFAC-PapersOnLine 54 (10), 59-66, 2021 | 4 | 2021 |