Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories

14 Oct 2019Udesh GunarathnaHairuo XieEgemen TaninShanika KarunasekaraRenata Borovica-Gajic

Traditional traffic optimization solutions assume that the graph structure of road networks is static, missing opportunities for further traffic flow optimization. We are interested in optimizing traffic flows as a new type of graph-based problem, where the graph structure of a road network can adapt to traffic conditions in real time... (read more)

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