Evolving Multi-Agent Systems with Large Language Models: Surrogate Fitness Limitations and Empirical Insights.

Vadim Akhmerov, Dmitry Gilemkhanov, Jerzy Kaminski, Ivan Dubrovsky, Maria Zaitseva, Dmitrii Kuznechenko, Egor Rozhdestvenskiy, Danil Fedorov, Ilia Revin, Vadim A. Potemkin, Ravil Mussabayev, Alexander Boukhanovsky, Anna V. Kalyuzhnaya, Andrey V. Savchenko, Nikolay O. Nikitin

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