CommentsIn systems with causal effects, a large majority of individuals are mistakenly classified as using a certain strategy by the strategic equilibrium solver, resulting in the introduction of this feature as an independent variable in causal inference without specificity. This method may have an inherent error
CommentsThe ACM-EC 2020 conference publication corresponds to the Feb'20 version. Section 7 ("robustness") and Section 8 (the numerical study) were added in, resp., Dec'20 and Nov'24. New discussions (Section 3.2.1 and Appendix B) were added in April'26, as well as a partial reframing of the motivating story to emphasize transparency and deemphasize commitment
Benchmarking Interaction, Beyond Policy: a Reproducible Benchmark for Collaborative Instance Object Navigation
交互基准测试，超越策略：协作实例物体导航的可重复基准
Edoardo Zorzi, Francesco Taioli, Yiming Wang, Marco Cristani, Alessandro Farinelli, Alberto Castellini, Loris Bazzani
机构
*
Sapienza University of Rome（罗马大学）
；
University of Verona（维罗纳大学）
；
Polytechnic of Turin（都灵理工大学）
；
Fondazione Bruno Kessler（布鲁诺·凯斯勒基金会）
；
Reykjavik University（雷克雅未克大学）
Clinical application of HEDI for biomechanical evaluation and visualisation in incisional hernia repair
HEDI在切口疝修复中的临床应用：生物力学评估与可视化
Philipp D. Lösel, Jacob J. Relle, Samuel Voß, Ramesch Raschidi, Regine Nessel, Johannes Görich, Mark O. Wielpütz, Thorsten Löffler, Vincent Heuveline, Friedrich Kallinowski
机构
*
Department of Materials Physics, Research School of Physics, The Australian National University（澳大利亚国立大学物理研究学院材料物理系）
；
Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University（海德堡大学跨学科科学计算中心工程数学与计算实验室）
；
Data Mining and Uncertainty Quantification (DMQ), Heidelberg Institute for Theoretical Studies (HITS)（海德堡理论研究所数据挖掘与不确定性量化）
；
Forschungscampus STIMULATE, Department of Fluid Dynamics and Technical Flows, Otto von Guericke University Magdeburg（奥托·冯·格里克马格德堡大学流体动力学与技术流动系STIMULATE研究园区）
；
Departement Chirurgie, Kantonsspital Graubünden（格劳宾登州医院外科）
；
General and Visceral Surgery, Municipal Hospital Pirmasens（皮尔马森斯市立医院普通与内脏外科）
；
Radiological Center, Kellereistrasse 32-34, 69412 Eberbach（放射中心）
；
Diagnostic and Interventional Radiology, Heidelberg University Hospital（海德堡大学医院诊断与介入放射科）
；
Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL)（海德堡转化肺研究中心，德国肺研究中心）
；
General and Visceral Surgery, GRN Hospital（GRN医院普通与内脏外科）
；
General, Visceral and Transplantation Surgery, Heidelberg University Hospital（海德堡大学医院普通、内脏与移植外科）
Comments15 pages, 6 figures, this is the author's accepted manuscript of an article published in Communications Medicine (2026). The final version is available online at: https://doi.org/10.1038/s43856-025-01311-w
Gender Dynamics and Homophily in a Social Network of LLM Agents
社交网络中LLM代理的性别动态与同性倾向
Faezeh Fadaei, Jenny Carla Moran, Taha Yasseri
机构
*
School of Mathematics and Statistics, University College Dublin（都柏林大学数学与统计学院）
；
Centre for Sociology of Humans and Machines (SOHAM), Trinity College Dublin and Technological University Dublin（人类与机器社会学中心（SOHAM），都柏林圣三一学院与都柏林理工大学）
；
Trinity Long Room Hub, Trinity College Dublin（都柏林圣三一学院长厅中心）
Two-Time-Scale Learning Dynamics: A Population View of Neural Network Training
双时间尺度学习动态：神经网络训练的群体视角
Giacomo Borghi, Hyesung Im, Lorenzo Pareschi
机构
*
Maxwell Institute for Mathematical Sciences and School of Mathematical and Computer Sciences Heriot–Watt University, Edinburgh, UK（麦克斯韦数学科学研究所和赫里奥特-沃特大学数学与计算机科学学院，爱丁堡，英国）
；
Department of Mathematics and Computer Science University of Ferrara, Italy（费拉拉大学数学与计算机科学系）
VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents
VLGOR：基于视觉-语言知识的离线强化学习用于通用智能体
Pengsen Liu, Maosen Zeng, Nan Tang, Kaiyuan Li, Jing-Cheng Pang, Yunan Liu, Yang Yu
机构
*
National Key Laboratory for Novel Software Technology, Nanjing University, China \& School of Artificial Intelligence, Nanjing University, China
；
Computational Intelligence Center (CIC), School of Computer
；
Artificial Intelligence, Shandong Jianzhu University, Jinan, 250101, China
