AI Agent

A Factor Graph Model of Trust for a Collaborative Multi-Agent System

Behzad Akbari, Mingfeng Yuan, Hao Wang, Haibin Zhu, Jinjun Shan

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

Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction

Mohamed K. Abdelaziz, Mohammed S. Elbamby, Sumudu Samarakoon, Mehdi Bennis

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

Comments Double columns, 10 Pages, 12 Figures, Accepted for publication in IEEE TCOM

Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning

Maxime Toquebiau, Nicolas Bredeche, Faïz Benamar, Jae-Yun Jun

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

Comments 13 pages, 13 figures. Published as an extended abstract at AAMAS 2024

Decentralized Event-Triggered Online Learning for Safe Consensus of Multi-Agent Systems with Gaussian Process Regression

Xiaobing Dai, Zewen Yang, Mengtian Xu, Fangzhou Liu, Georges Hattab, Sandra Hirche

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

Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-Agent Reinforcement Learning

Benjamin Patrick Evans, Sumitra Ganesh

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

Comments Accepted as a full paper at AAMAS 2024

FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game

Guangzheng Hu, Yuanheng Zhu, Haoran Li, Dongbin Zhao

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

Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding

Zhe Chen, Daniel Harabor, Jiaoyang Li, Peter J. Stuckey

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

Comments The paper was accepted for publication at AAAI 2024

Improved Anonymous Multi-Agent Path Finding Algorithm

Zain Alabedeen Ali, Konstantin Yakovlev

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

Comments Accepted at AAAI24

Multi-Agent Based Transfer Learning for Data-Driven Air Traffic Applications

Chuhao Deng, Hong-Cheol Choi, Hyunsang Park, Inseok Hwang

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

Comments 12 pages, 8 figures, submitted for IEEE Transactions on Intelligent Transportation System

The Synergy Between Optimal Transport Theory and Multi-Agent Reinforcement Learning

Ali Baheri, Mykel J. Kochenderfer

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

Multi-Agent Generative Adversarial Interactive Self-Imitation Learning for AUV Formation Control and Obstacle Avoidance

Zheng Fang, Tianhao Chen, Dong Jiang, Zheng Zhang, Guangliang Li

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

Comments 8pages,10figures,Published to RA-L

T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration

Chuxiong Sun, Zehua Zang, Jiabao Li, Jiangmeng Li, Xiao Xu, Rui Wang, Changwen Zheng

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

Comments AAAI24

FoX: Formation-aware exploration in multi-agent reinforcement learning

Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han

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

Comments 8 pages main, 5 pages appendix with reference. 10 figures, accepeted by AAAI 2024

Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms

Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien

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

Comments Accepted at ICAART

SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems

Dong Zhang, Zhaowei Li, Pengyu Wang, Xin Zhang, Yaqian Zhou, Xipeng Qiu

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

Comments work in progress

Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic

Wei Zhou, Dong Chen, Jun Yan, Zhaojian Li, Huilin Yin, Wanchen Ge

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

Comments This paper was published on Autonomous Intelligent Systems (Volume 2, article number 5, 2022)

Journal ref Autonomous Intelligent Systems, 2(1) (2022)

Multi-Agent Context Learning Strategy for Interference-Aware Beam Allocation in mmWave Vehicular Communications

Abdulkadir Kose, Haeyoung Lee, Chuan Heng Foh, Mohammad Shojafar

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

Comments Accepted in IEEE Transactions on Intelligent Transportation Systems

Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs

Tianyuan Jin, Hao-Lun Hsu, William Chang, Pan Xu

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

Comments 22 pages, 7 figures, 2 tables. To appear in the proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI'2024)

Optimizing Trading Strategies in Quantitative Markets using Multi-Agent Reinforcement Learning

Hengxi Zhang, Zhendong Shi, Yuanquan Hu, Wenbo Ding, Ercan E. Kuruoglu, Xiao-Ping Zhang

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

Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos

Aamal Hussain, Francesco Belardinelli

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

Comments AAAI 2024

TESS: A Multi-intent Parser for Conversational Multi-Agent Systems with Decentralized Natural Language Understanding Models

Burak Aksar, Yara Rizk, Tathagata Chakraborti

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

Comments 16 pages

RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning

Jingdi Chen, Tian Lan, Carlee Joe-Wong

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

Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration

Zhenran Xu, Senbao Shi, Baotian Hu, Jindi Yu, Dongfang Li, Min Zhang, Yuxiang Wu

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

Comments 16 pages, 6 figures, 11 tables. Work in progress

Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning

Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu

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

Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning

Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang

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

Mava: a research library for distributed multi-agent reinforcement learning in JAX

Ruan de Kock, Omayma Mahjoub, Sasha Abramowitz, Wiem Khlifi, Callum Rhys Tilbury, Claude Formanek, Andries Smit, Arnu Pretorius

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

DCIR: Dynamic Consistency Intrinsic Reward for Multi-Agent Reinforcement Learning

Kunyang Lin, Yufeng Wang, Peihao Chen, Runhao Zeng, Siyuan Zhou, Mingkui Tan, Chuang Gan

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

Comments 15 pages, 11 pages for main paper, 4 pages for supplementary

Privacy Preserving Multi-Agent Reinforcement Learning in Supply Chains

Ananta Mukherjee, Peeyush Kumar, Boling Yang, Nishanth Chandran, Divya Gupta

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

Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning

Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan

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

Comments Accepted as a conference paper to the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23)

Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems

Jiayu Chen, Yuanxin Zhang, Yuanfan Xu, Huimin Ma, Huazhong Yang, Jiaming Song, Yu Wang, Yi Wu

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

Comments In NeurIPS 2021