AI Agent

AndroidControl-Curated: Revealing the True Potential of GUI Agents through Benchmark Purification

Ho Fai Leung, Xiaoyan Xi, Fei Zuo

机构 * BMW ArcherMind Information Technology Co. Ltd. (BA TechWorks)（宝马阿彻Mind信息技术有限公司（BA TechWorks）） 纠错

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

Learning from Generalization Patterns: An Evaluation-Driven Approach to Enhanced Data Augmentation for Fine-Tuning Small Language Models

Huan Song, Deeksha Razdan, Yiyue Qian, Arijit Ghosh Chowdhury, Parth Patwa, Aman Chadha, Shinan Zhang, Sharlina Keshava, Hannah Marlowe

机构 * AWS Generative AI Innovation Center（AWS生成式AI创新中心） 纠错

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

Comments Neural Information Processing Systems (NeurIPS 2025) Workshop: Evaluating the Evolving LLM Lifecycle

Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon Game

Mustafa O. Karabag, Jan Sobotka, Ufuk Topcu

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

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

Sherlock Your Queries: Learning to Ask the Right Questions for Dialogue-Based Retrieval

Dong Yun, Marco Schouten, Dim Papadopoulos

机构 * Technical University of Denmark (DTU)（丹麦技术大学） 纠错

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

DeLoad: Demand-Driven Short-Video Preloading with Scalable Watch-Time Estimation

Tong Liu, Zhiwei Fan, Guanyan Peng, Haodan Zhang, Yucheng Zhang, Zhen Wang, Pengjin Xie, Liang Liu

机构 * Beijing University of Posts and Telecommunications, BUPT（北京邮电大学） 纠错

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

Heterogeneous Adversarial Play in Interactive Environments

Manjie Xu, Xinyi Yang, Jiayu Zhan, Wei Liang, Chi Zhang, Yixin Zhu

机构 * Institute for Artificial Intelligence, Peking University（人工智能研究院，北京大学） ； School of Psychological and Cognitive Sciences, Peking University（心理与认知科学学院，北京大学） ； School of Computer Science & Technology, Beijing Institute of Technology（计算机科学与技术学院，北京理工大学） ； State Key Lab of General AI, Peking University（通用人工智能国家重点实验室，北京大学） ； Beijing Key Laboratory of Behavior and Mental Health, Peking University（北京行为与心理健康重点实验室，北京大学） ； Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing（北京理工大学长江三角洲地区研究院，嘉兴） ； Embodied Intelligence Lab, PKU-Wuhan Institute for Artificial Intelligence（具身智能实验室，北京大学-武汉人工智能研究院） 纠错

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

Comments NeurIPS 2025

DynaQuery: A Self-Adapting Framework for Querying Structured and Multimodal Data

Aymane Hassini

机构 * Al Akhawayn University（阿尔阿克哈文大学） 纠错

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

Comments 15 pages, 2 figures, 10 tables. Source code and experimental artifacts are available at: https://github.com/aymanehassini/DynaQuery . The 'DynaQuery-Eval-5K' benchmark, introduced in this work, is also publicly available at: https://www.kaggle.com/datasets/aymanehassini/dynaquery-eval-5k-benchmark

NEBULA: Do We Evaluate Vision-Language-Action Agents Correctly?

Jierui Peng, Yanyan Zhang, Yicheng Duan, Tuo Liang, Vipin Chaudhary, Yu Yin

机构 * Department of Computer & Data Sciences（计算机与数据科学系） ； Case Western Reserve University（凯斯西储大学） 纠错

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

Comments Homepage: https://vulab-ai.github.io/NEBULA-Alpha/

Improving Human-AI Coordination through Online Adversarial Training and Generative Models

Paresh Chaudhary, Yancheng Liang, Daphne Chen, Simon S. Du, Natasha Jaques

机构 * University of Washington, Seattle（华盛顿大学） 纠错

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

Can We Validate Counterfactual Estimations in the Presence of General Network Interference?

Sadegh Shirani, Yuwei Luo, William Overman, Ruoxuan Xiong, Mohsen Bayati

机构 * Stanford University（斯坦福大学） ； Emory University（埃默里大学） 纠错

专题命中 Agent评测 ：AI agent(abstract)；分类 cs.LG

RAISE: A Unified Framework for Responsible AI Scoring and Evaluation

Loc Phuc Truong Nguyen, Hung Thanh Do

机构 * Friedrich-Alexander-Universität Erlangen-Nürnberg（埃朗根-纽伦堡弗里德里希-亚历山大大学） 纠错

专题命中 Agent评测 ：分类 cs.AI、cs.LG；agent(comments)；multi-agent(comments)

Comments Accepted at the 26th International Conference on Principles and Practice of Multi-Agent Systems

Optimal allocations with distortion risk measures and mixed risk attitudes

Mario Ghossoub, Qinghua Ren, Ruodu Wang

专题命中 Agent评测 ：agent(abstract)

Comments 39 pages

The Power of Matching for Online Fractional Hedonic Games

Martin Bullinger, René Romen, Alexander Schlenga

专题命中 Agent评测 ：agent(abstract)

Comments Appears in the 37th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), 2026

Discrete Distributionally Robust Optimal Control with Explicitly Constrained Optimization

Yuma Shida, Yuji Ito

专题命中 Agent评测 ：agent(abstract)

Comments 7 pages, 1 figure, This work has been submitted to the IEEE for possible publication

Journal ref 2025 American Control Conference (ACC), 2025, pp. 1418-1424

Rapid synthesis of uniformly small nickel nanoparticles for the surface functionalization of epitaxial graphene

Ylea Vlamidis, Stiven Forti, Antonio Rossi, Carmela Marinelli, Camilla Coletti, Stefan Heun, Stefano Veronesi

专题命中 Agent评测 ：agent(abstract)

Journal ref Part. Part. Syst. Charact. 2024, 41, 2400141

Machine Learning-Based Performance Evaluation of a Solar-Powered Hydrogen Fuel Cell Hybrid in a Radio-Controlled Electric Vehicle

Amirhesam Aghanouri, Mohamed Sabry, Joshua Cherian Varughese, Cristina Olaverri-Monreal

专题命中 Agent评测 ：planning(abstract)