AI Agent

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)