no code implementations • 8 Oct 2023 • Lang Feng, Dong Xing, Junru Zhang, Gang Pan
Existing multi-agent PPO algorithms lack compatibility with different types of parameter sharing when extending the theoretical guarantee of PPO to cooperative multi-agent reinforcement learning (MARL).
1 code implementation • 14 Feb 2023 • Shanqi Liu, Yujing Hu, Runze Wu, Dong Xing, Yu Xiong, Changjie Fan, Kun Kuang, Yong liu
We first illustrate that the proposed value decomposition can consider the complicated interactions among agents and is feasible to learn in large-scale scenarios.
no code implementations • 1 May 2022 • Dong Xing, Qian Zheng, Qianhui Liu, Gang Pan
In this work, we propose TinyLight, the first DRL-based ATSC model that is designed for devices with extremely limited resources.
no code implementations • 23 Mar 2022 • Dong Xing, Chenguang Zhao, Gang Wang
To improve the efficiency of ride-hailing service, accurate prediction of transportation demand is a fundamental challenge.
no code implementations • 14 Feb 2020 • Qianhui Liu, Haibo Ruan, Dong Xing, Huajin Tang, Gang Pan
Address event representation (AER) cameras have recently attracted more attention due to the advantages of high temporal resolution and low power consumption, compared with traditional frame-based cameras.
no code implementations • 19 Nov 2019 • Qianhui Liu, Gang Pan, Haibo Ruan, Dong Xing, Qi Xu, Huajin Tang
This paper proposes an unsupervised address event representation (AER) object recognition approach.