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。

2025-08-20 至 2025-08-20 共收录 8 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. Agent评测 8 篇

2508.05668 2025-08-20 cs.IR cs.AI cs.CL 73%

A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges

Yunjia Xi, Jianghao Lin, Yongzhao Xiao, Zheli Zhou, Rong Shan, Te Gao, Jiachen Zhu, Weiwen Liu, Yong Yu, Weinan Zhang

机构 * Shanghai Jiao Tong University（上海交通大学）

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.AI、cs.CL

2508.13186 2025-08-20 cs.CL cs.AI cs.CV 73%

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Shilong Li, Xingyuan Bu, Wenjie Wang, Jiaheng Liu, Jun Dong, Haoyang He, Hao Lu, Haozhe Zhang, Chenchen Jing, Zhen Li, Chuanhao Li, Jiayi Tian, Chenchen Zhang, Tianhao Peng, Yancheng He, Jihao Gu, Yuanxing Zhang, Jian Yang, Ge Zhang, Wenhao Huang, Wangchunshu Zhou, Zhaoxiang Zhang, Ruizhe Ding, Shilei Wen

机构 * Nanjing University（南京大学）； Zhejiang University（浙江大学）

专题命中 Agent评测：AI agent(abstract)；tool use(abstract)；分类 cs.AI、cs.CL

Comments The first two authors contribute equally, 26 pages, repo at https://github.com/MMBrowseComp/MM-BrowseComp

2508.13530 2025-08-20 cs.AI 57%

CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter

Junyeong Park, Hyeonseo Cho, Sungjin Ahn

机构 * CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter（CrafterDojo：构建开放性具身智能体的基础模型集合）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2508.13413 2025-08-20 cs.HC cs.SE 57%

Large Language Models as Visualization Agents for Immersive Binary Reverse Engineering

Dennis Brown, Samuel Mulder

专题命中 Agent评测：agent(abstract)；分类 cs.SE

Comments Accepted to IEEE VISSOFT 2025

2508.13992 2025-08-20 eess.AS cs.SD 50%

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence

Sonal Kumar, Šimon Sedláček, Vaibhavi Lokegaonkar, Fernando López, Wenyi Yu, Nishit Anand, Hyeonggon Ryu, Lichang Chen, Maxim Plička, Miroslav Hlaváček, William Fineas Ellingwood, Sathvik Udupa, Siyuan Hou, Allison Ferner, Sara Barahona, Cecilia Bolaños, Satish Rahi, Laura Herrera-Alarcón, Satvik Dixit, Siddhi Patil, Soham Deshmukh, Lasha Koroshinadze, Yao Liu, Leibny Paola Garcia Perera, Eleni Zanou, Themos Stafylakis, Joon Son Chung, David Harwath, Chao Zhang, Dinesh Manocha, Alicia Lozano-Diez, Santosh Kesiraju, Sreyan Ghosh, Ramani Duraiswami

专题命中 Agent评测：AI agent(abstract)

2508.13432 2025-08-20 cs.GT cs.DM 50%

Fair Division Among Couples and Small Groups

Paul Gölz, Hannane Yaghoubizade

专题命中 Agent评测：agent(abstract)

2506.17741 2025-08-20 cs.CY 50%

Experimental Evidence for the Propagation and Preservation of Machine Discoveries in Human Populations

Levin Brinkmann, Thomas F. Eisenmann, Anne-Marie Nussberger, Maxime Derex, Sara Bonati, Valerii Chirkov, Iyad Rahwan

专题命中 Agent评测：agent(abstract)

2409.20396 2025-08-20 cs.GT 50%

Mechanism Design for Congested Facility Location

Cheng Peng, Houyu Zhou

专题命中 Agent评测：agent(abstract)