AI Agent

IG-MCTS: Human-in-the-Loop Cooperative Navigation under Incomplete Information

Shenghui Chen, Ruihan Zhao, Sandeep Chinchali, 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 GUI与网页智能体 ：planning(abstract)；分类 cs.AI

Navigation and Exploration with Active Inference: from Biology to Industry

Daria de Tinguy, Tim Verbelen, Bart Dhoedt

机构 * Ghent university（根特大学） ； Verses 纠错

专题命中 GUI与网页智能体 ：agent(abstract)

Comments conference IWAI 2025 - accepted (in processing)

Auto-scaling Continuous Memory for GUI Agent

Wenyi Wu, Kun Zhou, Ruoxin Yuan, Vivian Yu, Stephen Wang, Zhiting Hu, Biwei Huang

机构 * University of California, San Diego（加州大学圣地亚哥分校） ； Fudan University（复旦大学） ； Abel AI 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI、cs.CL、cs.LG

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation

Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang

机构 * School of Computer Science and Engineering, Northeastern University（计算机科学与工程学院，东北大学） ； Mental Health Education Center, Northeastern University（心理健康教育中心，东北大学） ； School of Sociology and Psychology, Central University of Finance and Economics（社会学与心理学学院，中央财经大学） ； School of Psychology, Northeast Normal University（心理学学院，东北师范大学） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI、cs.CL

Journal ref Findings of the Association for Computational Linguistics: ACL 2025

Active Rosensweig Patterns

Carlo Rigoni, Max Philipp Holl, Alberto Scacchi, Emil Stråka, Fereshteh Sohrabi, Mikko P. Haataja, Maria Sammalkorpi, Jaakko V. I. Timonen

专题命中 记忆与上下文管理 ：agent(abstract)

Student Development Agent: Risk-free Simulation for Evaluating AIED Innovations

Jianxiao Jiang, Yu Zhang

专题命中 Agent评测 ：agent(title,abstract)；multi-agent(abstract)

Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation

Mufei Li, Dongqi Fu, Limei Wang, Si Zhang, Hanqing Zeng, Kaan Sancak, Ruizhong Qiu, Haoyu Wang, Xiaoxin He, Xavier Bresson, Yinglong Xia, Chonglin Sun, Pan Li

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Meta AI ； University of Illinois Urbana–Champaign（伊利诺伊大学厄巴纳-香槟分校） ； National University of Singapore（新加坡国立大学） 纠错

专题命中 Agent评测 ：agentic(title,abstract)；分类 cs.AI、cs.CL

Comments Code available at https://github.com/Graph-COM/HaystackCraft

Agent-based modeling for realistic reproduction of human mobility and contact behavior to evaluate test and isolation strategies in epidemic infectious disease spread

David Kerkmann, Sascha Korf, Khoa Nguyen, Daniel Abele, Alain Schengen, Carlotta Gerstein, Jens Henrik Göbbert, Achim Basermann, Martin J. Kühn, Michael Meyer-Hermann

专题命中 Agent评测 ：agent(title,abstract)

Comments 40 pages, 18 figures, submitted to Elsevier

Hybrid metapopulation agent-based epidemiological models for efficient insight on the individual scale: a contribution to green computing

Julia Bicker, René Schmieding, Michael Meyer-Hermann, Martin J. Kühn

专题命中 Agent评测 ：agent(title,abstract)

PhysToolBench: Benchmarking Physical Tool Understanding for MLLMs

Zixin Zhang, Kanghao Chen, Xingwang Lin, Lutao Jiang, Xu Zheng, Yuanhuiyi Lyu, Litao Guo, Yinchuan Li, Ying-Cong Chen

机构 * HKUST(GZ)（香港科技大学（广州）） ； HKUST（香港科技大学） ； Beihang University（北航大学） ； Knowin 纠错

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models

Benjamin Herdeanu, Juan Nathaniel, Carla Roesch, Jatan Buch, Gregor Ramien, Johannes Haux, Pierre Gentine

机构 * Columbia University（哥伦比亚大学） ； kausable GmbH（kausable公司） ； Aeolus Labs（Aeolus实验室） 纠错

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

Comments NeurIPS 2025

Application of Deep Reinforcement Learning to At-the-Money S&P 500 Options Hedging

Zofia Bracha, Paweł Sakowski, Jakub Michańków

机构 * Faculty of Economic Sciences, University of Warsaw（华沙大学经济学院） ； Department of Quantitative Finance and Machine Learning, University of Warsaw（华沙大学量化金融与机器学习系） ； TripleSun, Krakow（克拉科夫TripleSun） 纠错

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

Comments 35 pages

LM Fight Arena: Benchmarking Large Multimodal Models via Game Competition

Yushuo Zheng, Zicheng Zhang, Xiongkuo Min, Huiyu Duan, Guangtao Zhai

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

Reinforcement Learning-Based Optimization of CT Acquisition and Reconstruction Parameters Through Virtual Imaging Trials

David Fenwick, Navid NaderiAlizadeh, Vahid Tarokh, Nicholas Felice, Darin Clark, Jayasai Rajagopal, Anuj Kapadia, Benjamin Wildman-Tobriner, Ehsan Samei, Ehsan Abadi

机构 * Duke University（杜克大学） ； Oak Ridge National Laboratory（橡树岭国家实验室） 纠错

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

Reproducible Evaluation of Data Augmentation and Loss Functions for Brain Tumor Segmentation

Saumya B

机构 * DESE, Indian Institute of Science（印度科学研究院数据与系统工程系） 纠错

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

Comments Code and results available at https://github.com/Saumya4321/2d-brain-tumor-segmentation

Exploring human-SAV interaction using LLMs: The impact of psychological factors on user experience

Lirui Guo, Michael G. Burke, Wynita M. Griggs

机构 * Monash University（墨尔本大学） 纠错

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

Comments This work has been submitted to the IEEE for possible publication

When Truth Does Not Take on Its Shoes: How Misinformation Spreads in Chatrooms

Shuige Liu

专题命中 Agent评测 ：agent(abstract)