Introduces IEI metric and incorporates it into MARL training losses to achieve equivalent task performance with lower message entropy across tested algorithms.
Effective multi-agent communication under limited bandwidth
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Learning Multi-Agent Communication Protocol: Study on Information Entropy Efficiency in MARL
Introduces IEI metric and incorporates it into MARL training losses to achieve equivalent task performance with lower message entropy across tested algorithms.