A Multitask-Based Transfer Framework for Cooperative Multi-Agent Reinforcement Learning

Multi-agent reinforcement learning (MARL) has proven to be effective and promising in team collaboration tasks. Knowledge transfer in MARL has also received increasing attention. Compared to knowledge transfer in single-agent tasks, knowledge transfer in multi-agent tasks is more complex due to the...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Cheng Hu, Chenxu Wang, Weijun Luo, Chaowen Yang, Liuyu Xiang, Zhaofeng He
Format:	Article
Language:	English
Published:	MDPI AG 2025-02-01
Subjects:	cooperative multi-agent reinforcement learning multitask learning transfer learning
Online Access:	https://www.mdpi.com/2076-3417/15/4/2216