AINeutralarXiv – CS AI · 8h ago6/10
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SMAC-Talk: A Natural Language Extension of the StarCraft Multi-Agent Challenge for Large Language Models
Researchers introduce SMAC-Talk, a benchmark environment that extends the StarCraft Multi-Agent Challenge to evaluate how large language models coordinate and communicate in cooperative multi-agent settings. The framework tests LLM agents under realistic constraints including partial observability, decentralized control, and adversarial deception, using Qwen models to examine how reasoning, memory, and scale impact agent coordination.