Jianhao Zhou

A novel energy management strategy of hybrid electric vehicle via an improved TD3 deep reinforcement learning

Jianhao Zhou, Siwu Xue, Yuan Xue et al. · Energy · 2021 · 217 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +5

Deep reinforcement learning based energy management strategy for fuel cell/battery/supercapacitor powered electric vehicle

Jie Wang, Jianhao Zhou, Wanzhong Zhao · Green Energy and Intelligent Transportation · 2022 · 76 citations · Full text

Single Fuel Cell, Engineering, Deep Reinforcement +17

Total travel costs minimization strategy of a dual-stack fuel cell logistics truck enhanced with artificial potential field and deep reinforcement learning

Jianhao Zhou, Jun Liu, Yuan Xue et al. · Energy · 2021 · 46 citations

Vehicle Routing, Artificial Potential Field, Engineering +9

A Nash Q-Learning Based Motion Decision Algorithm With Considering Interaction to Traffic Participants

Can Xu, Wanzhong Zhao, Lin Li et al. · IEEE Transactions on Vehicular Technology · 2020 · 35 citations

Engineering, Game Theory, Advanced Driver-assistance System +19

Self-learning energy management strategy for hybrid electric vehicle via curiosity-inspired asynchronous deep reinforcement learning

Jianhao Zhou, Yuan Xue, Da Xu et al. · Energy · 2021 · 35 citations

Engineering, Deep Reinforcement Learning, Energy Management +4