AI Agent

TextQuests: How Good are LLMs at Text-Based Video Games?

Long Phan, Mantas Mazeika, Andy Zou, Dan Hendrycks

机构 * Center for AI Safety（人工智能安全中心） ； Carnegie Mellon University（卡内基梅隆大学） ； Gray Swan AI（灰天鹅AI） 纠错

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

Modeling Human Responses to Multimodal AI Content

Zhiqi Shen, Shaojing Fan, Danni Xu, Terence Sim, Mohan Kankanhalli

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

Technical Report: Facilitating the Adoption of Causal Inference Methods Through LLM-Empowered Co-Pilot

Jeroen Berrevoets, Julianna Piskorz, Robert Davis, Harry Amad, Jim Weatherall, Mihaela van der Schaar

机构 * University of Cambridge（剑桥大学） ； AstraZeneca（阿斯利康） 纠错

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

A Two-Stage Learning-to-Defer Approach for Multi-Task Learning

Yannis Montreuil, Shu Heng Yeo, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi

机构 * School of Computing, National University of Singapore, Singapore（新加坡国立大学计算机学院） ； IRIT, Université de Toulouse, CNRS, Toulouse INP, Toulouse, France（图卢兹大学IRIT研究所，法国国家科学研究中心，图卢兹INP） ； Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore（新加坡资讯与通信研究院，新加坡科技研究局） 纠错

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

Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution

Alex Clinton, Yiding Chen, Xiaojin Zhu, Kirthevasan Kandasamy

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Cornell University（康奈尔大学） 纠错

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

Comments ICML 2025

Reinforcement-Learning-Designed Field-Free Sub-Nanosecond Spin-Orbit-Torque Switching

Yuta Igarashi, Junji Fujimoto

专题命中 Agent评测 ：agent(abstract)

Comments 5 pages, 5 figures

Online Homogeneity Can Emerge Without Filtering Algorithms or Homophily Preferences

Petter Törnberg

专题命中 Agent评测 ：agent(abstract)

Proxy Model-Guided Reinforcement Learning for Client Selection in Federated Recommendation

Liang Qu, Jianxin Li, Wei Yuan, Penghui Ruan, Yuhui Shi, Hongzhi Yin

专题命中 Agent评测 ：agent(abstract)

Comments Under review

An Architecture for Distributed Digital Identities in the Physical World

René Mayrhofer, Michael Roland, Tobias Höller, Philipp Hofer, Mario Lins

专题命中 Agent评测 ：agent(abstract)

Constant-Approximate and Constant-Strategyproof Two-Facility Location

Elijah Journey Fullerton, Zeyuan Hu, C. Gregory Plaxton

专题命中 Agent评测 ：agent(abstract)

Comments Accepted at SAGT 2025. The latest version fixes minor typos and formatting issues

Chance-constrained Linear Quadratic Gaussian Games for Multi-robot Interaction under Uncertainty

Kai Ren, Giulio Salizzoni, Mustafa Emre Gürsoy, Maryam Kamgarpour

机构 * SYCAMORE Lab, École Polytechnique Fédérale de Lausanne (EPFL)（SYCAMORE实验室，瑞士联邦理工学院（EPFL）） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments Published in IEEE Control Systems Letters

Journal ref IEEE Control Systems Letters, vol. 9, pp. 2061-2066, 2025