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Efficient Tool-Calling Multi-Expert NPC Agent for Commonsense Persona-Grounded Dialogue

arXiv — cs.CL•Tuesday, November 4, 2025 at 5:00:00 AM
PositiveArtificial Intelligence
A new multi-expert system has been developed to enhance Non-Player Characters (NPCs) in interactive environments, allowing them to engage in natural dialogue and perform contextual actions. This innovative approach utilizes the Qwen3 model and Low-Rank Adaptation (LoRA) adapters to create specialists for tool calling, interpretation, and dialogue. The system not only meets efficiency requirements but also promises faster responses, making it a significant advancement in AI-driven interactions, which could greatly improve user experiences in gaming and simulations.
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