AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-10-13 至 2025-10-13 共收录 4 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 软件智能体 4 篇

2510.02387 2025-10-13 cs.SE cs.AI cs.LG 75%

CWM: An Open-Weights LLM for Research on Code Generation with World Models

FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve

机构 * Meta ； FAIR CodeGen Team（FAIR CodeGen团队）

专题命中软件智能体：planning(abstract)；agentic(abstract)；分类 cs.AI、cs.LG、cs.SE

Comments 58 pages

2510.09049 2025-10-13 cs.AI cs.SE 73%

MEC$^3$O: Multi-Expert Consensus for Code Time Complexity Prediction

Joonghyuk Hahn, Soohan Lim, Yo-Sub Han

机构 * Department of Computer Science, Yonsei University（延世大学计算机科学系）

专题命中软件智能体：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.SE

Comments 24 pages, 11 figures, 10 tables

2510.08623 2025-10-13 cs.CL cs.LG 62%

PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction

Anubhav Shrimal, Aryan Jain, Soumyajit Chowdhury, Promod Yenigalla

机构 * RBS Tech Sciences, Amazon（RBS科技科学，亚马逊）

专题命中软件智能体：agent(abstract)；分类 cs.CL、cs.LG

Comments EMNLP 2025 Industry Track

2507.17131 2025-10-13 cs.LG cs.AI 62%

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance

Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi

机构 * National University of Singapore（新加坡国立大学）； ByteDance Inc.（字节跳动公司）

专题命中软件智能体：agent(abstract)；分类 cs.AI、cs.LG

Comments EMNLP 2025