AI Agent

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

Digital Twin-Assisted Task Offloading and Resource Allocation in ISAC-Enabled Internet of Vehicles

Shanhao Zhan, Zhang Liu, Lianfen Huang, Shaowei Shen, Ziyang Bai, Zhibin Gao, Dusit Niyato

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

Comments 17 pages,7 figures, transactions paper

Liquidity Competition Between Brokers and an Informed Trader

Ryan Donnelly, Zi Li

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

Dividing Indivisible Items for the Benefit of All: It is Hard to Be Fair Without Social Awareness

Argyris Deligkas, Eduard Eiben, Tiger-Lily Goldsmith, Dušan Knop, Šimon Schierreich

专题命中 多智能体 ：agent(abstract)

Comments A preliminary version appeared in AAAI '26

Evader-Agnostic Team-Based Pursuit Strategies in Partially-Observable Environments

Addison Kalanther, Daniel Bostwick, Chinmay Maheshwari, Shankar Sastry

专题命中 多智能体 ：agent(abstract)