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eess.SY2025
Optimal Batched Scheduling of Stochastic Processing Networks Using Atomic Action Decomposition
Jim Dai, Manxi Wu, Zhanhao Zhang
Stochastic processing networks (SPNs) have broad applications in healthcare, transportation, and communication networks. The control of SPN is to dynamically assign servers in batc…
cs.AI2025
Atomic Proximal Policy Optimization for Electric Robo-Taxi Dispatch and Charger Allocation
Jim Dai, Manxi Wu, Zhanhao Zhang
Pioneering companies such as Waymo have deployed electric robo-taxi services in several U.S. cities. Operating such fleets requires coordinating ride matching, vehicle repositionin…