Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle R Lian, J Peng, Y Wu, H Tan, H Zhang Energy 197, 117297, 2020 | 222 | 2020 |
Cross type transfer for deep reinforcement learning based hybrid electric vehicle energy management R Lian, H Tan, J Peng, Q Li, Y Wu IEEE Transactions on Vehicular Technology, 2020 | 100 | 2020 |
An improved energy management strategy for hybrid electric vehicles integrating multistates of vehicle-traffic information H He, Y Wang, J Li, J Dou, R Lian, Y Li IEEE Transactions on Transportation Electrification 7 (3), 1161-1172, 2021 | 66 | 2021 |
Continuous reinforcement learning-based energy management strategy for hybrid electric-tracked vehicles R Han, R Lian, H He, X Han IEEE Journal of Emerging and Selected Topics in Power Electronics 11 (1), 19-31, 2021 | 27 | 2021 |
Energy management strategy for plug-in hybrid electric bus based on improved deep deterministic policy gradient algorithm with prioritized replay R Huang, H He, X Meng, Y Wang, R Lian, Y Wei 2021 IEEE Vehicle Power and Propulsion Conference (VPPC), 1-6, 2021 | 10 | 2021 |
CAVSIM: A microscope traffic simulator for connected and automated vehicles environment J Zhang, C Chang, H Pei, X Peng, Y Guo, R Lian, Z Chen, L Li 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 9 | 2022 |
Benchmarking deep reinforcement learning based energy management systems for hybrid electric vehicles W Yuankai, L Renzong, W Yong, L Yi CAAI International Conference on Artificial Intelligence, 613-625, 2022 | 3 | 2022 |
Predictive Information Multiagent Deep Reinforcement Learning for Automated Truck Platooning Control R Lian, Z Li, B Wen, J Wei, J Zhang, L Li IEEE Intelligent Transportation Systems Magazine, 2023 | 2 | 2023 |
Auto-tuning Dynamics Parameters of Intelligent Electric Vehicles via Bayesian Optimization Y Wang, R Lian, H He, J Betz, H Wei IEEE Transactions on Transportation Electrification, 2023 | 1 | 2023 |
Lyapunov Exponent Based Stability Analysis for a High-Dimensional Nonlinear Vehicle System under Extreme Conditions R Lian, Z Li, L Li SAE Technical Paper, 2024 | | 2024 |
Adapting Energy Management Strategies for Hybrid Electric Vehicles in Dynamic Driving Cycles Through Recurrent Policy Q Guo, R Lian, K Ma, L Hou, Y Wu 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | | 2023 |