Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis

1 code implementation • 24 Aug 2023 • Yuqi Fang, Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki, Huaicheng Yan, Mingxia Liu

The model pretrained on large-scale rs-fMRI data has been released to the public.

Domain Adaptation Representation Learning +1

Proximal Policy Optimization Learning based Control of Congested Freeway Traffic

no code implementations • 12 Apr 2022 • Shurong Mo, Nailong Wu, Jie Qi, Anqi Pan, Zhiguang Feng, Huaicheng Yan, Yueying Wang

The control gains for the three feedbacks are learned from the interaction between the PPO and the numerical simulator of the traffic system without knowing the system dynamics.

Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning

no code implementations • 9 May 2019 • Xinyu You, Xuanjie Li, Yuedong Xu, Hui Feng, Jin Zhao, Huaicheng Yan

Packet routing is one of the fundamental problems in computer networks in which a router determines the next-hop of each packet in the queue to get it as quickly as possible to its destination.

Decision Making Q-Learning +2