no code implementations • 18 Jan 2023 • Tobi Michael Alabi, Nathan P. Lawrence, Lin Lu, Zaiyue Yang, R. Bhushan Gopaluni
However, the adoption of CDRT is not economically viable at the current carbon price.
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.
no code implementations • 21 May 2021 • Yan Wang, Junlin Xiong, Zaiyue Yang, Rong Su
We found that there exists a critical probability such that the EEC is bounded if the delay probability is below the critical probability.
no code implementations • 3 Nov 2019 • Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang
Motivated by the emerging use of multi-agent reinforcement learning (MARL) in engineering applications such as networked robotics, swarming drones, and sensor networks, we investigate the policy evaluation problem in a fully decentralized setting, using temporal-difference (TD) learning with linear function approximation to handle large state spaces in practice.
1 code implementation • NeurIPS 2019 • Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang
The present paper develops a novel aggregated gradient approach for distributed machine learning that adaptively compresses the gradient communication.