AINeutralarXiv – CS AI · Mar 34/104
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Structured Diversity Control: A Dual-Level Framework for Group-Aware Multi-Agent Coordination
Researchers introduce Structured Diversity Control (SDC), a new framework for multi-agent reinforcement learning that improves coordination by controlling behavioral diversity within and between agent groups. The method achieved up to 47.1% improvement in average rewards and 12.82% reduction in episode lengths across various experiments.