Preprint Open access
MASBench: Benchmarking LLM-based Multi-Agent Collaboration under Partial Observability
Large language models (LLMs) have progressively evolved into the core of autonomous agents. Building on this progress, LLM-based multi-agent systems (MAS) coordinate multiple agents into a synergistic team to accomplish complex tasks that exceed the capabilities of individual agents. The effectiveness of such systems d …