A GNN-based teacher-student framework with multi-advice

Open Webpage

Yunjiao Lei, Dayong Ye, Congcong Zhu, Sheng Shen, Wanlei Zhou, Tianqing Zhu

Published: 2024, Last Modified: 10 Nov 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We focus on teacher–student framework with multi-advice rather than single-advice.•We considered the connection GNN structure of multi-agent for sharing knowledge.•Agents can learn and share knowledge from scratch simultaneously.•GNN learns the weighs of other agents’ advice based on the reinforcement learning.