Model-based reinforcement learning for eco-driving control of electric vehicles

HIGHLIGHTS

  • who: HEEYUN LEE and colleagues from the of Mechanical Engineering, have published the research work: Model-Based Reinforcement Learning for Eco-Driving Control of Electric Vehicles, in the Journal: (JOURNAL)
  • what: In the present study, general speed profile optimization for an eco-driving strategy for longitudinal driving considering the road slope using model-based reinforcement learning (MBRL) was investigated. In this study, the eco-driving control policy was determined according to the current vehicle speed, height, and road slope. In this study, to solve the optimal control problem, a novel eco-driving strategy utilizing MBRL . . .

     

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