Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management. - Renzong Lian; Huachun Tan; Jiankun Peng; Qin Li 012; Yuankai Wu (IEEE Trans. Veh. Technol., 2020)

Benchmarking Deep Reinforcement Learning Based Energy Management Systems for Hybrid Electric Vehicles. - Yuankai Wu; Renzong Lian; Yong Wang 044; Lin Yi (CICAI (2), 2022)

CAVSim: A Microscope Traffic Simulator for Connected and Automated Vehicles Environment. - Jiawei Zhang; Cheng Chang; Huaxin Pei; Xinyu Peng; Yuqing Guo; Renzong Lian; Zhenwu Chen; Li Li 013 (ITSC, 2022)

Adapting Energy Management Strategies for Hybrid Electric Vehicles in Dynamic Driving Cycles Through Recurrent Policy. - Qinghong Guo; Renzong Lian; Kuo Ma; Luyang Hou; Yuankai Wu (SMC, 2023)

Predictive Information Multiagent Deep Reinforcement Learning for Automated Truck Platooning Control. - Renzong Lian; Zhiheng Li 001; Boxuan Wen; Junqing Wei; Jiawei Zhang; Li Li 013 (IEEE Intell. Transp. Syst. Mag., 2024)

Predictive Vehicle Stability Assessment Using Lyapunov Exponent Under Extreme Conditions. - Renzong Lian; Zhiheng Li 001; Wenchang Li; Jingwei Ge; Li Li 013 (IEEE Trans. Intell. Transp. Syst., 2024)