VDSAgents: A PCS-Guided Multi-Agent System for Veridical Data Science Automation
机构 * School of Management, Xi’an Jiaotong University(西安交通大学管理学院) ; School of Computing, National University of Singapore(新加坡国立大学计算机学院) ; School of Data Science and Media Intelligence, Communication University of China(中国传媒大学数据科学与媒体智能学院) ; Beijing Baixingkefu Network Technology Co., Ltd.(北京百星科技网络技术有限公司)
专题命中 工作流自动化 :agent(title,abstract);multi-agent(title,abstract);workflow(abstract);分类 cs.AI
Comments 29 pages, 6 figures. Yunxuan Jiang and Silan Hu contributed equally. Code available at https://github.com/fengzer/VDSAgents . Submitted to Stat (manuscript ID: STAT-25-0222.R1, under review)