Hongming Zhu

Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning

Electric Vehicle (EV) sharing systems have recently experienced unprecedented growth across the world. One of the key challenges in their operation is vehicle rebalancing, i.e., repositioning the EVs across stations to better satisfy future user demand. This is particularly challenging in the shared…