AI Agent

Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit

Mengfan Xu, Diego Klabjan

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

Comments 45 pages

Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN

Soumeya Kaada, Dinh-Hieu Tran, Nguyen Van Huynh, Marie-Line Alberi Morel, Sofiene Jelassi, Gerardo Rubino

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

Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning

Greg d'Eon, Neil Newman, Kevin Leyton-Brown

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

Comments 18 pages (body) + 11 pages (acknowledgements, references, appendices)

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities

Tianjie Ju, Yiting Wang, Xinbei Ma, Pengzhou Cheng, Haodong Zhao, Yulong Wang, Lifeng Liu, Jian Xie, Zhuosheng Zhang, Gongshen Liu

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

Comments 18 Pages, working in progress

LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins

Yuchen Xia, Daniel Dittler, Nasser Jazdi, Haonan Chen, Michael Weyrich

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

Comments Submitted to IEEE-ETFA2024, under peer-review

Navigating the Smog: A Cooperative Multi-Agent RL for Accurate Air Pollution Mapping through Data Assimilation

Ichrak Mokhtari, Walid Bechkit, Mohamed Sami Assenine, Hervé Rivano

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

Comments 8 pages, 4 figures

Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles

Ruoqi Wen, Jiahao Huang, Rongpeng Li, Guoru Ding, Zhifeng Zhao

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

Decentralized multi-agent reinforcement learning algorithm using a cluster-synchronized laser network

Shun Kotoku, Takatomo Mihana, André Röhm, Ryoichi Horisaki

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

Comments 16 pages, 8 figures

Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement

Bhagyashree Puranik, Ozgur Guldogan, Upamanyu Madhow, Ramtin Pedarsani

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

Comments This manuscript has been accepted for publication in the IEEE Journal on Selected Areas in Information Theory special issue on information-theoretic methods for reliable and trustworthy ML

Multi-agent Reinforcement Learning-based Network Intrusion Detection System

Amine Tellache, Amdjed Mokhtari, Abdelaziz Amara Korba, Yacine Ghamri-Doudane

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

Maximizing utility in multi-agent environments by anticipating the behavior of other learners

Angelos Assos, Yuval Dagan, Constantinos Daskalakis

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

Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing

Federico Lozano-Cuadra, Beatriz Soret

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

Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification

Himanshu Pandey, Akhil Amod, Shivang

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

Comments Accepted at BioNLP2024

Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits

Ronshee Chawla, Daniel Vial, Sanjay Shakkottai, R. Srikant

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

Comments To appear in the proceedings of ICML 2023

The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits

Ronshee Chawla, Abishek Sankararaman, Ayalvadi Ganesh, Sanjay Shakkottai

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

Comments To Appear in AISTATS 2020. The first two authors contributed equally

Multi-agent Cooperative Games Using Belief Map Assisted Training

Qinwei Huang, Chen Luo, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu

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

Journal ref ECAI 2023. IOS Press, 2023: 1617-1624

Multi-Agent Imitation Learning: Value is Easy, Regret is Hard

Jingwu Tang, Gokul Swamy, Fei Fang, Zhiwei Steven Wu

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

Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks

Gyu Seon Kim, Yeryeong Cho, Jaehyun Chung, Soohyun Park, Soyi Jung, Zhu Han, Joongheon Kim

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

Comments 17 pages, 22 figures

Large Language Model-Enabled Multi-Agent Manufacturing Systems

Jonghan Lim, Birgit Vogel-Heuser, Ilya Kovalenko

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

Vectorized Representation Dreamer (VRD): Dreaming-Assisted Multi-Agent Motion-Forecasting

Hunter Schofield, Hamidreza Mirkhani, Mohammed Elmahgiubi, Kasra Rezaee, Jinjun Shan

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

Comments Accepted for publication in IEEE Intelligent Vehicle Symposium (IV 2024)

CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration

Xinming Hou, Mingming Yang, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Wayne Xin Zhao

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

Comments 9 pages, 4 figures

Optimal Control of Logically Constrained Partially Observable and Multi-Agent Markov Decision Processes

Krishna C. Kalagarla, Dhruva Kartik, Dongming Shen, Rahul Jain, Ashutosh Nayyar, Pierluigi Nuzzo

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:2203.09038

Improving Multi-Agent Debate with Sparse Communication Topology

Yunxuan Li, Yibing Du, Jiageng Zhang, Le Hou, Peter Grabowski, Yeqing Li, Eugene Ie

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

Comments 13 pages, 9 figures

Algorithm Selection for Optimal Multi-Agent Path Finding via Graph Embedding

Carmel Shabalin, Omri Kaduri, Roni Stern

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

Mini Honor of Kings: A Lightweight Environment for Multi-Agent Reinforcement Learning

Lin Liu, Jian Zhao, Cheng Hu, Zhengtao Cao, Youpeng Zhao, Zhenbin Ye, Meng Meng, Wenjun Wang, Zhaofeng He, Houqiang Li, Xia Lin, Lanxiao Huang

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

X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner

Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao

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

Comments Accepted by IJCAI 2024

Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security

Alec Wilson, Ryan Menzies, Neela Morarji, David Foster, Marco Casassa Mont, Esin Turkbeyler, Lisa Gralewski

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

Comments 13 pages, 7 figures, Proceedings of the Conference on Applied Machine Learning in Information Security 2023 (CAMLIS)

Journal ref Proceedings of the Conference on Applied Machine Learning in Information Security 2023 (CAMLIS), Arlington VA, USA, October 19-20, 2023, CEUR-WS.org, online CEUR-WS.org/Vol-3652/paper3.pdf

Continuous-Time Distributed Dynamic Programming for Networked Multi-Agent Markov Decision Processes

Donghwan Lee, Han-Dong Lim, Do Wan Kim

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

Multi-agent Reinforcement Learning with Deep Networks for Diverse Q-Vectors

Zhenglong Luo, Zhiyong Chen, James Welsh

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

Risk Sensitivity in Markov Games and Multi-Agent Reinforcement Learning: A Systematic Review

Hafez Ghaemi, Shirin Jamshidi, Mohammad Mashreghi, Majid Nili Ahmadabadi, Hamed Kebriaei

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

Comments 14 pages, 2 figures, 1 table