AI Agent

AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress

Zhiheng Xi, Chenyang Liao, Guanyu Li, Yajie Yang, Wenxiang Chen, Zhihao Zhang, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang

机构 * Fudan University（复旦大学） ； Ant Group（蚂蚁集团） 纠错

专题命中 工作流自动化 ：agent(abstract)；agentic(abstract)；分类 cs.CL、cs.LG

Comments Preprint

Towards AI-Assisted Generation of Military Training Scenarios

Soham Hans, Volkan Ustun, Benjamin Nye, James Sterrett, Matthew Green

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation

Difei Gu, Yunhe Gao, Mu Zhou, Dimitris Metaxas

机构 * Rutgers University（新泽西罗格斯大学） ； Stanford University（斯坦福大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments Accepted to Winter Conference on Applications of Computer Vision (WACV) 2026

From Semantic Roles to Opinion Roles: SRL Data Extraction for Multi-Task and Transfer Learning in Low-Resource ORL

Amirmohammad Omidi Galdiani, Sepehr Rezaei Melal, Mohammad Norasteh, Arash Yousefi Jordehi, Seyed Abolghasem Mirroshandel

机构 * Department of Computer Engineering University of Guilan（计算机工程系加兹万大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 12 pages, 16 figures

Emergence of Goal-Directed Behaviors via Active Inference with Self-Prior

Dongmin Kim, Hoshinori Kanazawa, Naoto Yoshida, Yasuo Kuniyoshi

机构 * Graduate School of Information Science and Technology（信息科学与技术研究生院） ； The University of Tokyo（东京大学） ； Graduate School of Informatics（信息学研究生院） ； Kyoto University（京都大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 23 pages, 8 figures, Code is available at https://github.com/kim135797531/self-prior

Intelligent Orchestration of Distributed Large Foundation Model Inference at the Edge

Fernando Koch, Aladin Djuhera, Alecio Binotto

机构 * Florida Atlantic University, USA（佛罗里达大学） ； Technical University Munich, Germany（慕尼黑技术大学） ； Carl Zeiss AG, Germany（蔡司股份公司） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Comments 26 pages, 3 figures, 4 tables, 52 references

Journal ref Computer Networks and Communications, 2025

A Global-scale Database of Seismic Phases from Cloud-based Picking at Petabyte Scale

Yiyu Ni, Marine A. Denolle, Amanda M. Thomas, Alex Hamilton, Jannes Münchmeyer, Yinzhi Wang, Loïc Bachelot, Chad Trabant, David Mencin

专题命中 工作流自动化 ：workflow(abstract)

Journal ref Seismica, 4(2) (2025)

Why do Opinions and Actions Diverge? A Dynamic Framework to Explore the Impact of Subjective Norms

Chen Song, Vladimir Cvetkovic, Rong Su

专题命中 工作流自动化 ：agent(abstract)

Comments This work has been submitted to the IEEE for possible publication. 12 pages, 12 figures

HyProv: Hybrid Provenance Management for Scientific Workflows

Vasilis Bountris, Lauritz Thamsen, Ulf Leser

专题命中 工作流自动化 ：workflow(abstract)

Comments 10 pages, 2 figures