Yuecheng Li

Continuous reinforcement learning of energy management with deep Q network for a power split hybrid electric bus

Jingda Wu, Hongwen He, Jiankun Peng et al. · Applied Energy · 2018 · 410 citations

Electrical Engineering, Engineering, Continuous Reinforcement Learning +8

Energy management based on reinforcement learning with double deep Q-learning for a hybrid electric tracked vehicle

Xuefeng Han, Hongwen He, Jingda Wu et al. · Applied Energy · 2019 · 254 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +6

Deep Reinforcement Learning-Based Energy Management for a Series Hybrid Electric Vehicle Enabled by History Cumulative Trip Information

Yuecheng Li, Hongwen He, Jiankun Peng et al. · IEEE Transactions on Vehicular Technology · 2019 · 202 citations

Engineering, Broad Adaptability, Deep Reinforcement Learning +8

Energy management for a power-split hybrid electric bus via deep reinforcement learning with terrain information

Yuecheng Li, Hongwen He, Amir Khajepour et al. · Applied Energy · 2019 · 176 citations

Electrical Engineering, Engineering, Deep Reinforcement +9

An Improved Energy Management Strategy for Hybrid Electric Vehicles Integrating Multistates of Vehicle-Traffic Information

Hongwen He, Yunlong Wang, Jianwei Li et al. · IEEE Transactions on Transportation Electrification · 2021 · 99 citations

Engineering, Deep Transfer Learning, Including Vehicle-to-grid +18