Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks

no code implementations • 17 Nov 2020 • Yunlong Lu, Xiaohong Huang, Ke Zhang, Sabita Maharjan, Yan Zhang

In this paper, we introduce the Digital Twin Wireless Networks (DTWN) by incorporating digital twins into wireless networks, to migrate real-time data processing and computation to the edge plane.

Federated Learning Multi-agent Reinforcement Learning

Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory

no code implementations • 17 Jan 2020 • Yunlong Lu, Kai Yan

Deep reinforcement learning (RL) has achieved outstanding results in recent years, which has led a dramatic increase in the number of methods and applications.

counterfactual Multi-agent Reinforcement Learning +2