Roadmap and challenges for reinforcement learning control in railway virtual coupling

HIGHLIGHTS

  • who: Giacomo Basile from the (UNIVERSITY) have published the research: Roadmap and challenges for reinforcement learning control in railway virtual coupling, in the Journal: (JOURNAL)
  • what: The authors investigate the main challenges related to the potential deployment of VC in railways. In this context, the aim of this work is twofold: i) investigating how and if the automotive platooning concept can be transferred to the railway domain; ii) exploring the feasibility of VC in railways from a control viewpoint through AI techniques. In this direction, DRL strategies are explored, e_g, for improving the train timetable . . .

     

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