AI Agent

Neural Interaction Energy for Multi-Agent Trajectory Prediction

Kaixin Shen, Ruijie Quan, Linchao Zhu, Jun Xiao, Yi Yang

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

Distributional Black-Box Model Inversion Attack with Multi-Agent Reinforcement Learning

Huan Bao, Kaimin Wei, Yongdong Wu, Jin Qian, Robert H. Deng

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

MAexp: A Generic Platform for RL-based Multi-Agent Exploration

Shaohao Zhu, Jiacheng Zhou, Anjun Chen, Mingming Bai, Jiming Chen, Jinming Xu

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

Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks

Amin Shojaeighadikolaei, Zsolt Talata, Morteza Hashemi

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

Comments 12 pages, 9 figures

A biologically inspired computational trust model for open multi-agent systems which is resilient to trustor population changes

Zoi Lygizou, Dimitris Kalles

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

Multi-Agent eXperimenter (MAX)

Önder Gürcan

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

Comments 3 pages, no figures

What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?

Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Shaofeng Zou, Fei Miao

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

Comments Accepted by Transactions on Machine Learning Research (TMLR)

Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning

Jaewoo Jeong, Daehee Park, Kuk-Jin Yoon

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

Comments 2024 CVPR Highlight

Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach

Jiawen Kang, Yue Zhong, Minrui Xu, Jiangtian Nie, Jinbo Wen, Hongyang Du, Dongdong Ye, Xumin Huang, Dusit Niyato, Shengli Xie

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

Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games

Awni Altabaa, Bora Yongacoglu, Serdar Yüksel

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

Journal ref 2023 American Control Conference (ACC), San Diego, CA, USA, 2023, pp. 72-77

Satisficing Paths and Independent Multi-Agent Reinforcement Learning in Stochastic Games

Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel

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

Journal ref SIAM Journal on Mathematics of Data Science, vol 5, no. 3, pp. 745-773, Aug 2023

Fully Independent Communication in Multi-Agent Reinforcement Learning

Rafael Pina, Varuna De Silva, Corentin Artaud, Xiaolan Liu

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

Comments Extended version of the paper appearing on AAMAS 2024 with the same title. 11 pages, 8 figures

Multi-Agent Optimization for Safety Analysis of Cyber-Physical Systems: Position Paper

Önder Gürcan, Nataliya Yakymets, Sara Tucci-Piergiovanni, Ansgar Radermacher

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

Comments 13 pages, 2 figures, 1 table, "2nd International Workshop on Emerging Ideas and Trends in Engineering of Cyber-Physical Systems, part of Cyber-Physical Systems Week, April 2015, Seattle, USA"

Multi-agent transformer-accelerated RL for satisfaction of STL specifications

Albin Larsson Forsberg, Alexandros Nikou, Aneta Vulgarakis Feljan, Jana Tumova

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

Comments Submitted to L4DC 2024 conference

Routing and Scheduling in Answer Set Programming applied to Multi-Agent Path Finding: Preliminary Report

Roland Kaminski, Torsten Schaub, Tran Cao Son, Jiří Švancara, Philipp Wanko

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

MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits

Yuhang Zhang, Marcos Quinones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel Work

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

WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs

Deshun Yang, Luhui Hu, Yu Tian, Zihao Li, Chris Kelly, Bang Yang, Cindy Yang, Yuexian Zou

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

Comments 11 pages, 2 figures, 2 tables

Contrastive Explanations of Centralized Multi-agent Optimization Solutions

Parisa Zehtabi, Alberto Pozanco, Ayala Bloch, Daniel Borrajo, Sarit Kraus

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

Comments Paper accepted at ICAPS 2024. This is a extended version that includes Supplementary Material

Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence

Long Wang, Feng Fu, Xingru Chen

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

Comments 8 pages, 1 figure

Generalising Multi-Agent Cooperation through Task-Agnostic Communication

Dulhan Jayalath, Steven Morad, Amanda Prorok

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

Comments 12 pages, 6 figures, submitted to Distributed Autonomous Robotic Systems (DARS 2024)

PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning

Ke Zhang, DanDan Zhu, Qiuhan Xu, Hao Zhou, Ce Zheng

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

Comments 10 pages, 5 figures

Interactive inference: a multi-agent model of cooperative joint actions

Domenico Maisto, Francesco Donnarumma, Giovanni Pezzulo

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

Comments 32 pages, 16 figures

Journal ref IEEE Transactions on Systems, Man, and Cybernetics: Systems Volume: 54, Issue: 2, February 2024

Information-Theoretic Equivalence of Entropic Multi-Marginal Optimal Transport: A Theory for Multi-Agent Communication

Shuchan Wang

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

Comments The assumption at the beginning of the main results that "X^n is i.i.d. if and only if it is in the typical set" is a huge mistake. This makes the subsequent proofs invalid. This is corrected in a recent paper motivated in a quantum setting

Shapley Value Based Multi-Agent Reinforcement Learning: Theory, Method and Its Application to Energy Network

Jianhong Wang

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

Comments 206 pages

MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning

Jie Liu, Yinmin Zhang, Chuming Li, Chao Yang, Yaodong Yang, Yu Liu, Wanli Ouyang

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

Comments 17 pages

Learning to Model Diverse Driving Behaviors in Highly Interactive Autonomous Driving Scenarios with Multi-Agent Reinforcement Learning

Liu Weiwei, Hu Wenxuan, Jing Wei, Lei Lanxin, Gao Lingping, Liu Yong

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

Breaking Data Silos: Cross-Domain Learning for Multi-Agent Perception from Independent Private Sources

Jinlong Li, Baolu Li, Xinyu Liu, Runsheng Xu, Jiaqi Ma, Hongkai Yu

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

Comments Accepted by the 2024 IEEE International Conference on Robotics and Automation (ICRA)

An Empirical Study on Google Research Football Multi-agent Scenarios

Yan Song, He Jiang, Zheng Tian, Haifeng Zhang, Yingping Zhang, Jiangcheng Zhu, Zonghong Dai, Weinan Zhang, Jun Wang

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

Journal ref Machine Intelligence Research (2024)

MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning

Aravind Venugopal, Stephanie Milani, Fei Fang, Balaraman Ravindran

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

Comments 9 pages

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li, Heng Ji

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