Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management

18 Feb 2018 Kaixiang Lin Renyu Zhao Zhe Xu Jiayu Zhou

Large-scale online ride-sharing platforms have substantially transformed our lives by reallocating transportation resources to alleviate traffic congestion and promote transportation efficiency. An efficient fleet management strategy not only can significantly improve the utilization of transportation resources but also increase the revenue and customer satisfaction... (read more)

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