AI Agent

MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning

Sizhe Tang, Jiayu Chen, Tian Lan

机构 * The George Washington University（乔治·华盛顿大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 工具调用 ：agent(title,abstract)；planning(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Klear-AgentForge: Forging Agentic Intelligence through Posttraining Scaling

Qi Wang, Hongzhi Zhang, Jia Fu, Kai Fu, Yahui Liu, Tinghai Zhang, Chenxi Sun, Gangwei Jiang, Jingyi Tang, Xingguang Ji, Yang Yue, Jingyuan Zhang, Fuzheng Zhang, Kun Gai, Guorui Zhou

机构 * Klear Team（Klear团队） ； Kuaishou Technology（快手科技） 纠错

专题命中 工具调用 ：agentic(title,abstract)；tool use(abstract)；分类 cs.AI

Comments 20 pages, 7 figures

Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch

Yirong Zeng, Xiao Ding, Yutai Hou, Yuxian Wang, Li Du, Juyi Dai, Qiuyang Ding, Duyu Tang, Dandan Tu, Weiwen Liu, Bing Qin, Ting Liu

机构 * Harbin Institute of Technology SCIR Lab（哈尔滨工业大学SCIR实验室） ； Huawei Technologies Co., Ltd（华为技术有限公司） ； Shanghai Jiao Tong University（上海交通大学） ； Beijing Academy of Artificial Intelligence（北京人工智能研究院） 纠错

专题命中 工具调用 ：tool-use(abstract)；分类 cs.AI、cs.LG

Comments EMNLP 2025 finding

DiLA: Enhancing LLM Tool Learning with Differential Logic Layer

Yu Zhang, Hui-Ling Zhen, Zehua Pei, Yingzhao Lian, Lihao Yin, Mingxuan Yuan, Bei Yu

专题命中 工具调用 ：planning(abstract)；分类 cs.AI、cs.CL

Comments arXiv admin note: text overlap with arXiv:2305.12295 by other authors

Evaluating The Performance of Using Large Language Models to Automate Summarization of CT Simulation Orders in Radiation Oncology

Meiyun Cao, Shaw Hu, Jason Sharp, Edward Clouser, Jason Holmes, Linda L. Lam, Xiaoning Ding, Diego Santos Toesca, Wendy S. Lindholm, Samir H. Patel, Sujay A. Vora, Peilong Wang, Wei Liu

机构 * Department of Radiation Oncology, Mayo Clinic, Phoenix, AZ 85054（放射肿瘤科，梅奥诊所，凤凰城，AZ 85054） 纠错

专题命中 工具调用 ：workflow(abstract)；分类 cs.AI

ARGO-SLSA: Software Supply Chain Security in Argo Workflows

Mohomed Thariq, Indrajith Ekanayake

专题命中 工具调用 ：workflow(abstract)

Journal ref MERCon, 2025, pp. 245-250

A multi parallel mixed-model disassembly line and its balancing optimization for fuel vehicles and pure electric vehicles

Qi Wang, Qingtao Liu, Jingxiang Lv, Xinji Wei, Jiongqi Guo, Panyu Yu, Yibo Guo

专题命中 工具调用 ：planning(abstract)

Generalized local polynomial reproductions

Thomas Hangelbroek, Christian Rieger, Grady B. Wright

专题命中 工具调用 ：tool use(abstract)

Comments 39 pages