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

1 code implementation • 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.

Management Multi-agent Reinforcement Learning +3

Monitoring Chinese Population Migration in Consecutive Weekly Basis from Intra-city scale to Inter-province scale by Didi's Bigdata

no code implementations • 7 Apr 2016 • Renyu Zhao

This new method of migration perception is origin from the insight that nowadays people mostly moving with their personal Access Point (AP), also known as WiFi hotspot.