Beyond Brainstorming: What Drives High-Quality Scientific Ideas? Lessons from Multi-Agent Collaboration
专题命中 多智能体 :agent(title,abstract);multi-agent(title,abstract);AI agent(abstract);分类 cs.AI、cs.CL
Comments Preprint
AI 大模型
智能体、工具调用、规划、工作流、多智能体和自主任务执行。
专题命中 多智能体 :agent(title,abstract);multi-agent(title,abstract);AI agent(abstract);分类 cs.AI、cs.CL
Comments Preprint
机构 * School of Automotive Studies, Tongji University(同济大学汽车学院)
专题命中 多智能体 :agent(title,abstract);multi-agent(title,abstract);分类 cs.AI
Comments arXiv admin note: text overlap with arXiv:2408.04295 by other authors
机构 * INESC TEC, Faculdade de Engenharia, Universidade do Porto(INESC TEC,工程学院,葡萄牙波尔图大学)
专题命中 多智能体 :agent(title,abstract);multi-agent(title,abstract)
Comments 7 pages, 5 figures
机构 * University of California, Los Angeles(加州大学洛杉矶分校)
专题命中 多智能体 :agent(title);multi-agent(title)
Comments ICCV 2025, Website link: https://mobility-lab.seas.ucla.edu/v2xpnp/
专题命中 多智能体 :agent(title,abstract)
Comments The model used for this study can be found on CoMSES Net
专题命中 多智能体 :agent(abstract);agentic(abstract);multi-agent(abstract)
Comments 5 pages, 2 figures, UIST 2025
机构 * Department of Mechanical Engineering, Temple University(机械工程系,特伦特大学) ; U.S. Army Research Laboratory (ARL)(美国陆军研究实验室) ; U.S. DEVCOM Army Research Laboratory (ARL)(美国国防部陆军研究实验室)
专题命中 多智能体 :agent(abstract);planning(abstract);multi-agent(abstract)
专题命中 多智能体 :agent(abstract);multi-agent(abstract);分类 cs.LG
专题命中 多智能体 :agent(abstract);multi-agent(abstract)
Comments Position paper extending arXiv:2505.02945. Clarifies scope and rewrites for clarity. No changes to core framework, theoretical claims, or simulation direction. The framing remains within the scope of cs.CY and cs.MA
机构 * Department of Theoretical Computer Science, Faculty of Information Technology(理论计算机科学系,信息技术学院) ; Computer Science Institute, Faculty of Mathematics and Physics(计算机科学研究所,数学与物理学院)
专题命中 多智能体 :agent(abstract);分类 cs.AI
专题命中 多智能体 :agent(abstract)