6 citations · 10 across the 2 of their papers we have counts for
3 papers
cs.RO2020
Learning Time Reduction Using Warm Start Methods for a Reinforcement Learning Based Supervisory Control in Hybrid Electric Vehicle Applications
Bin Xu, Jun Hou, Junzhe Shi +4
Reinforcement Learning (RL) is widely utilized in the field of robotics, and as such, it is gradually being implemented in the Hybrid Electric Vehicle (HEV) supervisory control. Ev…
eess.SY2020★ 4 cited
Energy Consumption and Battery Aging Minimization Using a Q-learning Strategy for a Battery/Ultracapacitor Electric Vehicle
Bin Xu, Junzhe Shi, Sixu Li +2
Propulsion system electrification revolution has been undergoing in the automotive industry. The electrified propulsion system improves energy efficiency and reduces the dependence…
eess.SY2020★ 6 cited
A Cloud-Based Energy Management Strategy for Hybrid Electric City Bus Considering Real-Time Passenger Load Prediction
Junzhe Shi, Bin Xu, Xingyu Zhou +1
Electric city bus gains popularity in recent years for its low greenhouse gas emission, low noise level, etc. Different from a passenger car, the weight of a city bus varies signif…