Multi-Agent System

引用本概念的论文(7)

• README.md 生成中智能体复杂度的幻象：单智能体与多智能体 RAG 系统的评估 The Illusion of Agentic Complexity in README.md Generation: Evaluating Single-Agent vs. Multi-Agent RAG Systems arXiv 2606.30524
• ReasFlow：通过基于知识的多智能体系统辅助应用数学中以推理为中心的科学发现 ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System arXiv 2607.14178
• DAIN：基于动态智能体的高效协作多模态推理交互网络 DAIN: Dynamic Agent-Based Interaction Network for Efficient and Collaborative Multimodal Reasoning arXiv 2606.30189
• SAGA：面向长视野 CivRealm 战略规划的场景感知、目标演进智能体 SAGA: Scene-Aware, Goal-Evolving Agents for Long-Horizon CivRealm Strategy Planning arXiv 2606.29932
• 能源社会：一个用于研究生存压力下智能体协作的仿真环境 The Energy Society: A Simulation Environment for Studying Agent Cooperation under Survival Pressure arXiv 2607.14865
• 基于专家-编辑逐步提问多智能体方法的长文档摘要研究 2607.10390v1.pdf arXiv 2607.10390
• 训练治疗性评判模型与多智能体系统以实现与人类对齐的心理健康支持 Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support arXiv 2606.30887

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