AI Agent

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models

Boyang Xue, Qi Zhu, Rui Wang, Sheng Wang, Hongru Wang, Minda Hu, Fei Mi, Yasheng Wang, Lifeng Shang, Qun Liu, Kam-Fai Wong

机构 * The Chinese University of Hong Kong（香港中文大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） ； The University of Hong Kong（香港大学） 纠错

专题命中 规划决策 ：workflow(abstract)；分类 cs.CL

Comments under review

SynLlama: Generating Synthesizable Molecules and Their Analogs with Large Language Models

Kunyang Sun, Dorian Bagni, Joseph M. Cavanagh, Yingze Wang, Jacob M. Sawyer, Bo Zhou, Andrew Gritsevskiy, Oufan Zhang, Teresa Head-Gordon

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics

Chenwei Wan, Matthieu Labeau, Chloé Clavel

机构 * LTCI, Télécom Paris, Institut Polytechnique de Paris（LTCI，Telecom Paris， Institut Polytechnique de Paris） ； Inria Paris（Inria巴黎） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.CL

Comments Accepted to NAACL 2025 main, long paper

Arc travel time and path choice model estimation subsumed

Sobhan Mohammadpour, Emma Frejinger

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

Macroscopic Emission Modeling of Urban Traffic Using Probe Vehicle Data: A Machine Learning Approach

Mohammed Ali El Adlouni, Ling Jin, Xiaodan Xu, C. Anna Spurlock, Alina Lazar, Kaveh Farokhi Sadabadi, Mahyar Amirgholy, Mona Asudegi

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

Comments 3 pages, 5 figures, IEEE Big Data 2024 conference

Fluence Map Prediction with Deep Learning: A Transformer-based Approach

Ujunwa Mgboh, Rafi Sultan, Dongxiao Zhu, Joshua Kim

机构 * Wayne State University（韦恩州立大学） ； Henry Ford Health（亨利福特医疗） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation

Sicheng Yang, Yukai Huang, Weitong Cai, Shitong Sun, You He, Jiankang Deng, Hang Zhang, Jifei Song, Zhensong Zhang

专题命中 规划决策 ：AI agent(abstract)

Comments 16 pages, 9 figures, AAAI 2026

A high-resolution prediction dataset for solar energy across China (2015-2060)

Daoming Zhu, Xinghong Cheng, Yanbo Shen, Chunsong Lu, Duanyang Liu, Shuqi Yan, Naifu Shao, Zhongfeng Xu, Jida Peng, Bing Chen

专题命中 规划决策 ：planning(abstract)

COMBUST: Gridded combustible mass estimates of the built environment in the conterminous United States (1975-2020)

Johannes H. Uhl, Maxwell C. Cook, Cibele Amaral, Stefan Leyk, Jennifer K. Balch, Alan Robock, Owen B. Toon

专题命中 规划决策 ：planning(abstract)

QOC DAO -- Stepwise Development Towards an AI Driven Decentralized Autonomous Organization

Marc Jansen, Christophe Verdot

专题命中 规划决策 ：AI agent(abstract)

FASTopoWM: Fast-Slow Lane Segment Topology Reasoning with Latent World Models

Yiming Yang, Hongbin Lin, Yueru Luo, Suzhong Fu, Chao Zheng, Xinrui Yan, Shuqi Mei, Kun Tang, Shuguang Cui, Zhen Li

机构 * FNii, CUHK-Shenzhen（CUHK-Shenzhen研究院） ； SSE, CUHK-Shenzhen（CUHK-Shenzhen学院） ； T Lab, Tencent（腾讯实验室） 纠错

专题命中 规划决策 ：planning(abstract)

A resource-centric, task-based approach to quantum network control

Alexander Pirker, Belen Munoz, Wolfgang Dür

专题命中 规划决策 ：workflow(abstract)

Comments 16 pages, 10 figures

Target Tracking via LiDAR-RADAR Sensor Fusion for Autonomous Racing

Marcello Cellina, Matteo Corno, Sergio Matteo Savaresi

机构 * Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano（电子、信息与生物工程系（DEIB），米兰理工大学） 纠错

专题命中 规划决策 ：planning(abstract)

Comments IEEE Conference, 6 pages

An Optimal Solution is Not Enough: Alternative Solutions and Optimal Power Systems

Matthew Viens, J. Kyle Skolfield, William E. Hart, Michael Ferris

专题命中 规划决策 ：planning(abstract)

Comments 6 pages, 3 figures

Patient-Scale Blood Flow Analysis in Artery Stent Implantation via Smoothed-Particle Hydrodynamics

Jinlei Zhou, Sukang Peng, Yongchuan Yu, Dong Wu, Xiangyu Hu

专题命中 规划决策 ：planning(abstract)

Detection of Temporal Variability in U.S. Climate Using Harmonic and Wavelet Decomposition

Thomas Xiao

专题命中 规划决策 ：planning(abstract)

Bio AI Agent: A Multi-Agent Artificial Intelligence System for Autonomous CAR-T Cell Therapy Development with Integrated Target Discovery, Toxicity Prediction, and Rational Molecular Design

Yi Ni, Liwei Zhu, Shuai Li

机构 * Bio LIMS INC（Bio LIMS公司） 纠错

专题命中 多智能体 ：agent(title,abstract)；AI agent(title,abstract)；multi-agent(title,abstract)；autonomous agent(abstract)

Comments 12 pages, 0 figures

MADD: Multi-Agent Drug Discovery Orchestra

Gleb V. Solovev, Alina B. Zhidkovskaya, Anastasia Orlova, Nina Gubina, Anastasia Vepreva, Rodion Golovinskii, Ilya Tonkii, Ivan Dubrovsky, Ivan Gurev, Dmitry Gilemkhanov, Denis Chistiakov, Timur A. Aliev, Ivan Poddiakov, Galina Zubkova, Ekaterina V. Skorb, Vladimir Vinogradov, Alexander Boukhanovsky, Nikolay Nikitin, Andrei Dmitrenko, Anna Kalyuzhnaya, Andrey Savchenko

机构 * ITMO University（ITMO大学） ； Sber AI Lab（Sber AI实验室） ； D ONE AG ； HSE University（高等经济大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；agentic(abstract)；分类 cs.AI

Comments EMNLP2025 accepted paper, Findings 2025

TIGER-MARL: Enhancing Multi-Agent Reinforcement Learning with Temporal Information through Graph-based Embeddings and Representations

Nikunj Gupta, Ludwika Twardecka, James Zachary Hare, Jesse Milzman, Rajgopal Kannan, Viktor Prasanna

机构 * University of Southern California（美国南加州大学） ； DEVCOM Army Research Office（国防部陆军研究办公室） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Achieving Equilibrium under Utility Heterogeneity: An Agent-Attention Framework for Multi-Agent Multi-Objective Reinforcement Learning

Zhuhui Li, Chunbo Luo, Liming Huang, Luyu Qi, Geyong Min

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Delayed Observation

Songchen Fu, Siang Chen, Shaojing Zhao, Letian Bai, Ta Li, Yonghong Yan

机构 * Laboratory of Speech and Intelligent Information Processing, Institute of Acoustics, CAS（语音与智能信息处理实验室，声学研究所，中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments The code has been open-sourced in the RDC-pymarl project under https://github.com/linkjoker1006

MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning

Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Fangzhi Xu, Qika Lin, Lingling Zhang, Rui Mao, Erik Cambria, Jun Liu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments AAAI 2026

Robust Estimation and Control for Heterogeneous Multi-agent Systems Based on Decentralized k-hop Prescribed Performance Observers

Tommaso Zaccherini, Siyuan Liu, Dimos V. Dimarogonas

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Comments This paper has been submitted for consideration to the 24th European Control Conference (ECC)

Learning Efficient Communication Protocols for Multi-Agent Reinforcement Learning

Xinren Zhang, Jiadong Yu, Zixin Zhong

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Low-cost Multi-agent Fleet for Acoustic Cooperative Localization Research

Nelson Durrant, Braden Meyers, Matthew McMurray, Clayton Smith, Brighton Anderson, Tristan Hodgins, Kalliyan Velasco, Joshua G. Mangelson

机构 * Brigham Young University 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

CFDagent: A Language-Guided, Zero-Shot Multi-Agent System for Complex Flow Simulation

Zhaoyue Xu, Long Wang, Chunyu Wang, Yixin Chen, Qingyong Luo, Hua-Dong Yao, Shizhao Wang, Guowei He

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Game Theory and Multi-Agent Reinforcement Learning for Zonal Ancillary Markets

Francesco Morri, Hélène Le Cadre, Pierre Gruet, Luce Brotcorne

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Information-Driven Fault Detection and Identification for Multi-Agent Spacecraft Systems: Collaborative On-Orbit Inspection Mission

Akshita Gupta, Arna Bhardwaj, Yashwanth Kumar Nakka, Changrak Choi, Amir Rahmani

专题命中 多智能体 ：agent(title)；multi-agent(title)；分类 cs.AI

Comments AIAA Book Chapter (accepted)

Asking the Right Questions: Benchmarking Large Language Models in the Development of Clinical Consultation Templates

Liam G. McCoy, Fateme Nateghi Haredasht, Kanav Chopra, David Wu, David JH Wu, Abass Conteh, Sarita Khemani, Saloni Kumar Maharaj, Vishnu Ravi, Arth Pahwa, Yingjie Weng, Leah Rosengaus, Lena Giang, Kelvin Zhenghao Li, Olivia Jee, Daniel Shirvani, Ethan Goh, Jonathan H. Chen

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL

Steering Opinion Dynamics in Signed Time-Varying Networks via External Control Input

Swati Priya, Twinkle Tripathy

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Comments 7 pages, 3 figures, Submitted to European Control Conference (ECC) 2026