A multi-agent system creates role-specific murder mystery scripts and applies chain-of-thought fine-tuning plus GRPO reinforcement learning to improve VLMs' multi-hop reasoning under uncertainty and deception.
This clue pool serves as the foundation for generating more complex, multi- step reasoning question-answer pairs
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Collaborative Multi-Agent Scripts Generation for Enhancing Imperfect-Information Reasoning in Murder Mystery Games
A multi-agent system creates role-specific murder mystery scripts and applies chain-of-thought fine-tuning plus GRPO reinforcement learning to improve VLMs' multi-hop reasoning under uncertainty and deception.