1 code implementation • 28 May 2024 • Xinran Li, Zifan Liu, Shibo Chen, Jun Zhang
In multi-agent reinforcement learning (MARL), effective exploration is critical, especially in sparse reward environments.
no code implementations • 13 Oct 2021 • Canqi Yao, Shibo Chen, Mauro Salazar, Zaiyue Yang
Specifically, we first devise a bi-level model whereby the fleet operator optimizes the routes and charging schedules of the fleet jointly with an incentive rate to reimburse the delivery delays experienced by the customers.
no code implementations • 8 Sep 2021 • Canqi Yao, Shibo Chen, Zaiyue Yang
In this paper, we study the cooperative operation problem between the fleet operator and incentive-aware customers in an on-demand delivery system.