Zaipeng Xie
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Multi-agent learning · 2026

ROCO: Role-Oriented Communication for Efficient Multi-Agent Reinforcement Learning

Zaipeng Xie, Sitong Shen, Yaowu Wang, Chentai Qiao, Bin Tang, and Wenzhan SongExpert Systems with Applications, 2026

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A role-oriented communication framework that organizes information exchange within and across agent roles.

It connects role learning with communication efficiency in cooperative teams.

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