AI Agent

MADREC: A Multi-Aspect Driven LLM Agent for Explainable and Adaptive Recommendation

Jiin Park, Misuk Kim

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

Comments 18 pages

Do LLM Agents Have Regret? A Case Study in Online Learning and Games

Chanwoo Park, Xiangyu Liu, Asuman Ozdaglar, Kaiqing Zhang

机构 * Massachusetts Institute of Technology（麻省理工学院） ； University of Maryland, College Park（马里兰大学College Park分校） 纠错

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

Comments Camera ready version of ICLR 2025

MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent

Xinyao Liao, Xianfang Zeng, Liao Wang, Gang Yu, Guosheng Lin, Chi Zhang

机构 * Nanyang Technological University（南洋理工大学） ； StepFun ； Westlake University（西湖大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)

AutoPR: Let's Automate Your Academic Promotion!

Qiguang Chen, Zheng Yan, Mingda Yang, Libo Qin, Yixin Yuan, Hanjing Li, Jinhao Liu, Yiyan Ji, Dengyun Peng, Jiannan Guan, Mengkang Hu, Yantao Du, Wanxiang Che

机构 * LARG ； Research Center for Social Computing and Interactive Robotics（社会计算与交互机器人研究室） ； Harbin Institute of Technology（哈尔滨工业大学） ； School of Computer Science and Engineering（计算机科学与工程学院） ； Central South University（中南大学） ； The University of Hong Kong（香港大学） ； ByteDance China (Seed)（字节跳动中国（种子）） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL

Comments Preprint. Code: https://github.com/LightChen233/AutoPR . Benchmark: https://huggingface.co/datasets/yzweak/PRBench

RealEngine: Simulating Autonomous Driving in Realistic Context

Junzhe Jiang, Nan Song, Jingyu Li, Xiatian Zhu, Li Zhang

机构 * School of Data Science, Fudan University（复旦大学数据科学学院） ； University of Surrey（萨里大学） 纠错

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

Time-Varying Optimization for Streaming Data Via Temporal Weighting

Muhammad Faraz Ul Abrar, Nicolò Michelusi, Erik G. Larsson

机构 * School of Electrical, Computer and Energy Engineering, Arizona State University（亚利桑那州立大学电气、计算机与能源工程学院） ； Department of Electrical Engineering (ISY), Linköping University（利尔贝里大学电气工程系） 纠错

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

Comments Accepted at IEEE Asilomar, 2025

BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery

Kanishk Gandhi, Michael Y. Li, Lyle Goodyear, Agam Bhatia, Louise Li, Aditi Bhaskar, Mohammed Zaman, Noah D. Goodman

机构 * Stanford University（斯坦福大学） 纠错

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

Comments KG and MYL contributed equally

Modeling Cultural Bias in Facial Expression Recognition with Adaptive Agents

David Freire-Obregón, José Salas-Cáceres, Javier Lorenzo-Navarro, Oliverio J. Santana, Daniel Hernández-Sosa, Modesto Castrillón-Santana

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

Comments Accepted for presentation at the International Symposium on Agentic Artificial Intelligence Systems (AAIS 2025)

Doing Things with Words: Rethinking Theory of Mind Simulation in Large Language Models

Agnese Lombardi, Alessandro Lenci

机构 * CoLing Lab, Department of Philology, Literature and Linguistics, University of Pisa（帕尔马大学哲学、文学与语言学系语言实验室） 纠错

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

Journal ref roceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)

Nash equilibria for relative investors via no-arbitrage arguments

Nicole Bäuerle, Tamara Göll

专题命中 Agent评测 ：agent(abstract)

Comments 17 pages

Journal ref Mathematical Methods of Operations Research 97, 1-23 (2023)

Agency cannot be a purely quantum phenomenon

Emily C. Adlam, Kelvin J. McQueen, Mordecai Waegell

专题命中 Agent评测 ：agent(abstract)

Comments 26 pages, 2 figures

MCOP: Multi-UAV Collaborative Occupancy Prediction

Zefu Lin, Wenbo Chen, Xiaojuan Jin, Yuran Yang, Lue Fan, Yixin Zhang, Yufeng Zhang, Zhaoxiang Zhang

机构 * University of Chinese Academy of Sciences (UCAS)（中国科学院大学） ； Institute of Automation, Chinese Academy of Sciences (CASIA)（中国科学院自动化研究所） ； New Laboratory of Pattern Recognition (NLPR)（模式识别新实验室） ； State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS)（多模态人工智能系统国家重点实验室） ； Beijing University of Posts and Telecommunications (BUPT)（北京邮电大学） ； Tencent（腾讯） 纠错

专题命中 Agent评测 ：agent(abstract)

Fair and Efficient Allocation of Indivisible Mixed Manna

Siddharth Barman, Vishwa Prakash HV, Aditi Sethia, Mashbat Suzuki

专题命中 Agent评测 ：agent(abstract)

Comments 31 pages

Generative AI and Information Asymmetry: Impacts on Adverse Selection and Moral Hazard

Yukun Zhang, Tianyang Zhang

专题命中 Agent评测 ：agent(abstract)

Journal ref International Conference on AI and the Digital Economy (CADE 2025)

EFX Allocations and Orientations on Bipartite Multi-graphs: A Complete Picture

Mahyar Afshinmehr, Alireza Danaei, Mehrafarin Kazemi, Kurt Mehlhorn, Nidhi Rathi

专题命中 Agent评测 ：agent(abstract)