AI Agent

Multi-Agent Reinforcement Learning for Joint Police Patrol and Dispatch

Matthew Repasky, He Wang, Yao Xie

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

Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage Control

Yang Qu, Jinming Ma, Feng Wu

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

Comments Accepted by IJCAI2024

Agent-Agnostic Centralized Training for Decentralized Multi-Agent Cooperative Driving

Shengchao Yan, Lukas König, Wolfram Burgard

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

Comments accepted by IROS 2024

A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution

Davoud Sarani, Parviz Rashidi-Khazaee

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

Exploiting Approximate Symmetry for Efficient Multi-Agent Reinforcement Learning

Batuhan Yardim, Niao He

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

Comments 5 figures

AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems

Chi-Min Chan, Jianxuan Yu, Weize Chen, Chunyang Jiang, Xinyu Liu, Weijie Shi, Zhiyuan Liu, Wei Xue, Yike Guo

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

On Centralized Critics in Multi-Agent Reinforcement Learning

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Brett Daley, Christopher Amato

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

Journal ref Journal of Artificial Intelligence Research 77 (2023): 295-354

Diffusion-based Episodes Augmentation for Offline Multi-Agent Reinforcement Learning

Jihwan Oh, Sungnyun Kim, Gahee Kim, Sunghwan Kim, Se-Young Yun

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

Comments Accepted by SPIGM Workshop at ICML 2024 (Structured Probabilistic Inference & Generative Modeling)

Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics

Yu Zhang, Yongxiang Zou, Haoyu Zhang, Zeyu Liu, Houcheng Li, Long Cheng

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

Optimization of Multi-Agent Flying Sidekick Traveling Salesman Problem over Road Networks

Ruixiao Yang, Chuchu Fan

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

Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate

Yiqun Zhang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

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

Comments 12 pages (including appendix), 7 figures

Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey

Ruiqi Zhang, Jing Hou, Florian Walter, Shangding Gu, Jiayi Guan, Florian Röhrbein, Yali Du, Panpan Cai, Guang Chen, Alois Knoll

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

Comments 23 pages, 6 figures and 2 tables. Submitted to IEEE Journal

Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning

Zhiwei Xu, Hangyu Mao, Nianmin Zhang, Xin Xin, Pengjie Ren, Dapeng Li, Bin Zhang, Guoliang Fan, Zhumin Chen, Changwei Wang, Jiangjin Yin

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

Comments 15 pages, 12 figures

Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection

Chengyu Song, Linru Ma, Jianming Zheng, Jinzhi Liao, Hongyu Kuang, Lin Yang

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

Comments 12 pages, 5 figures

Enhancing Cooperation through Selective Interaction and Long-term Experiences in Multi-Agent Reinforcement Learning

Tianyu Ren, Xiao-Jun Zeng

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

Comments Accepted at IJCAI 2024 (33rd International Joint Conference on Artificial Intelligence - Jeju)

Journal ref IJCAI (2024) 193-201;

A semi-centralized multi-agent RL framework for efficient irrigation scheduling

Bernard T. Agyeman, Benjamin Decard-Nelson, Jinfeng Liu, Sirish L. Shah

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

Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space

Xiaoyang Yu, Youfang Lin, Shuo Wang, Kai Lv, Sheng Han

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

QTypeMix: Enhancing Multi-Agent Cooperative Strategies through Heterogeneous and Homogeneous Value Decomposition

Songchen Fu, Shaojing Zhao, Ta Li, YongHong Yan

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

Comments 16 pages, 8 figures

Multi-Agent Continuous Control with Generative Flow Networks

Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu

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

Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues

KuanChao Chu, Yi-Pei Chen, Hideki Nakayama

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

Comments Accepted to COLM 2024; camera-ready version

Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization

Zhou Qin, Kai Yuan, Pratik Lahiri, Wenyang Liu

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

Comments 14 pages

MetaOpenFOAM: an LLM-based multi-agent framework for CFD

Yuxuan Chen, Xu Zhu, Hua Zhou, Zhuyin Ren

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

Comments 31 pages,11 figures, 11 tables

Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks

Manuel M. H. Roth, Anupama Hegde, Thomas Delamotte, Andreas Knopp

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

Comments 5 pages, 5 figures, to be published in proceedings of European Space Agency SPAICE Conference 2024, https://spaice.esa.int/

MSMA: Multi-agent Trajectory Prediction in Connected and Autonomous Vehicle Environment with Multi-source Data Integration

Xi Chen, Rahul Bhadani, Zhanbo Sun, Larry Head

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

DASA: Delay-Adaptive Multi-Agent Stochastic Approximation

Nicolò Dal Fabbro, Arman Adibi, H. Vincent Poor, Sanjeev R. Kulkarni, Aritra Mitra, George J. Pappas

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

MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory Prediction

Seongju Lee, Junseok Lee, Yeonguk Yu, Taeri Kim, Kyoobin Lee

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

Comments 19 pages, 12 figures, 7 tables, 8 pages of supplementary material. Paper accepted at ECCV 2024

Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization

Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien

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

Attacking Cooperative Multi-Agent Reinforcement Learning by Adversarial Minority Influence

Simin Li, Jun Guo, Jingqiao Xiu, Yuwei Zheng, Pu Feng, Xin Yu, Aishan Liu, Yaodong Yang, Bo An, Wenjun Wu, Xianglong Liu

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

Optimizing Cooperative path-finding: A Scalable Multi-Agent RRT* with Dynamic Potential Fields

Jinmingwu Jiang, Kaigui Wu, Haiyang Liu, Ren Zhang, Jingxin Liu, Yong He, Xipeng Kou

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

Comments arXiv admin note: substantial text overlap with arXiv:1911.03927

Multi-Agent Deep Reinforcement Learning for Energy Efficient Multi-Hop STAR-RIS-Assisted Transmissions

Pei-Hsiang Liao, Li-Hsiang Shen, Po-Chen Wu, Kai-Ten Feng

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

Comments Accepted by Proc. IEEE VTC-fall