AI Agent

Hyperproperty-Constrained Secure Reinforcement Learning

Ernest Bonnah, Luan Viet Nguyen, Khaza Anuarul Hoque

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted in IEEE/ACM MEMOCODE 2025

RL as Regressor: A Reinforcement Learning Approach for Function Approximation

Yongchao Huang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 7 pages

Agency Among Agents: Designing with Hypertextual Friction in the Algorithmic Web

Sophia Liu, Shm Garanganao Almeda

机构 * University of California, Berkeley（加州大学伯克利分校） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments To appear in: Adjunct Proceedings of the 36th ACM Conference on Hypertext and Social Media, Chicago, IL, USA, September 15-18, 2025

HandOver: Enabling Precise Selection & Manipulation of 3D Objects with Mouse and Hand Tracking

Esen K. Tütüncü, Mar Gonzalez-Franco, Eric J. Gonzalez

专题命中 工作流自动化 ：workflow(abstract)

Comments 11 pages, 10 figures

Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts

Jin Yang, Qiong Wu, Zhiying Feng, Zhi Zhou, Deke Guo, Xu Chen

机构 * School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） ； Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（香港科学与技术大学计算机科学与工程系） ； College of Systems Engineering, National University of Defense Technology（国防科技大学系统工程学院） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted by IEEE Transactions on Mobile Computing

IGL-Nav: Incremental 3D Gaussian Localization for Image-goal Navigation

Wenxuan Guo, Xiuwei Xu, Hang Yin, Ziwei Wang, Jianjiang Feng, Jie Zhou, Jiwen Lu

机构 * Tsinghua University（清华大学） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)

Comments Accepted to ICCV 2025. Project page: https://gwxuan.github.io/IGL-Nav/

GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Quanfeng Lu, Wenqi Shao, Zitao Liu, Lingxiao Du, Fanqing Meng, Boxuan Li, Botong Chen, Siyuan Huang, Kaipeng Zhang, Ping Luo

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； The University of Hong Kong（香港大学） ； Nanjing University（南京大学） ； Shanghai Jiao Tong University（上海交通大学） ； Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)

Comments 22 pages, 14 figures, ICCV 2025, a cross-app GUI navigation dataset

Breaking the mould of Social Mixed Reality - State-of-the-Art and Glossary

Marta Bieńkiewicz, Julia Ayache, Panayiotis Charalambous, Cristina Becchio, Marco Corragio, Bertram Taetz, Francesco De Lellis, Antonio Grotta, Anna Server, Daniel Rammer, Richard Kulpa, Franck Multon, Azucena Garcia-Palacios, Jessica Sutherland, Kathleen Bryson, Stéphane Donikian, Didier Stricker, Benoît Bardy

专题命中 记忆与上下文管理 ：agent(abstract)；autonomous agent(abstract)；multi-agent(abstract)

Comments pre-print

BCR-DRL: Behavior- and Context-aware Reward for Deep Reinforcement Learning in Human-AI Coordination

Xin Hao, Bahareh Nakisa, Mohmmad Naim Rastgoo, Gaoyang Pang

机构 * Deakin University（德肯大学） ； Monash University（莫纳什大学） ； The University of Sydney（悉尼大学） 纠错

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

Journal ref The 28th European Conference on Artificial Intelligence (ECAI 2025)

Neural Co-state Projection Regulator: A Model-free Paradigm for Real-time Optimal Control with Input Constraints

Lihan Lian, Uduak Inyang-Udoh

专题命中 记忆与上下文管理 ：workflow(abstract)

Multi-Agent Game Generation and Evaluation via Audio-Visual Recordings

Alexia Jolicoeur-Martineau

机构 * Samsung SAIL Montréal（三星SAIL蒙特利尔） 纠错

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

On Learning Closed-Loop Probabilistic Multi-Agent Simulator

Juanwu Lu, Rohit Gupta, Ahmadreza Moradipari, Kyungtae Han, Ruqi Zhang, Ziran Wang

机构 * Purdue University（普渡大学） ； Toyota InfoTech Labs（丰田信息科技实验室） 纠错

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

Comments Accepted to IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2025. Source Code: https://github.com/juanwulu/niva

Agentic Information Theory: Ergodicity and Intrinsic Semantics of Information Processes

James P. Crutchfield, Alexandra Jurgens

专题命中 Agent评测 ：agentic(title)；agent(abstract)

Comments 30 pages, 12 figures, 9 tables; http://csc.ucdavis.edu/~cmg/compmech/pubs/iprocesses.htm

INSPIRE-GNN: Intelligent Sensor Placement to Improve Sparse Bicycling Network Prediction via Reinforcement Learning Boosted Graph Neural Networks

Mohit Gupta, Debjit Bhowmick, Rhys Newbury, Meead Saberi, Shirui Pan, Ben Beck

机构 * School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia（公共卫生与预防医学学院，墨尔本大学） ； Department of Electrical and Computer System Engineering, Monash University, Melbourne, Australia（电气与计算机系统工程系，墨尔本大学） ； School of Civil and Environmental Engineering, UNSW, Sydney, Australia（土木与环境工程学院，新南威尔士大学） ； School of Information and Communication Technology, Griffith University, Brisbane, Australia（信息与通信技术学院，格里菲斯大学） 纠错

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

SU-ESRGAN: Semantic and Uncertainty-Aware ESRGAN for Super-Resolution of Satellite and Drone Imagery with Fine-Tuning for Cross Domain Evaluation

Prerana Ramkumar

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

How Far Are AI Scientists from Changing the World?

Qiujie Xie, Yixuan Weng, Minjun Zhu, Fuchen Shen, Shulin Huang, Zhen Lin, Jiahui Zhou, Zilan Mao, Zijie Yang, Linyi Yang, Jian Wu, Yue Zhang

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

Optimal Messaging Strategy for Incentivizing Agents in Dynamic Systems

Renyan Sun, Ashutosh Nayyar

专题命中 Agent评测 ：agent(abstract)

Comments We submitted a full paper to IEEE TAC for review. A preliminary version of this paper is scheduled to be presented at IEEE CDC conference in December 2025

From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem

Yanxu Mao, Tiehan Cui, Peipei Liu, Datao You, Hongsong Zhu

专题命中 Agent评测 ：agent(abstract)

DONUT: A Decoder-Only Model for Trajectory Prediction

Markus Knoche, Daan de Geus, Bastian Leibe

机构 * RWTH Aachen University（亚琛工业大学） ； Eindhoven University of Technology（埃因霍温理工大学） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments ICCV 2025. Project page at https://vision.rwth-aachen.de/donut

Multi-scale phylodynamic modelling of rapid punctuated pathogen evolution

Quang Dang Nguyen, Sheryl L. Chang, Carl J. E. Suster, Rebecca J. Rockett, Vitali Sintchenko, Tania C. Sorrell, Mikhail Prokopenko

专题命中 Agent评测 ：agent(abstract)

Comments 54 pages, 35 figures, 4 tables

Journal ref PLoS Computational Biology, 21(7), e1013295 (2025)

The Power of Two in Token Systems

Itai Ashlagi, Süleyman Kerimov, Omer Tamuz, Geng Zhao

专题命中 Agent评测 ：agent(abstract)