SMAC-Talk: A Natural Language Extension of the StarCraft Multi-Agent Challenge for Large Language Models

This paper introduces SMAC-Talk, a natural language extension of the StarCraft Multi-Agent Challenge, designed to evaluate LLM-based agents in cooperative multi-agent environments. It features a natural language communication channel to probe agent coordination and trust, including scenarios with deceptive communicators.