MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Kuo, Yang, Xingjie, Yu, Linhui, Xu, Qing, Fang, Yan, Wang, Xu, Zhou, Zhengyang, Wang, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Double Distillation Network for Multi-Agent Reinforcement Learning
by: Zhou, Yang, et al.
Published: (2025)
by: Zhou, Yang, et al.
Published: (2025)
MasRouter: Learning to Route LLMs for Multi-Agent Systems
by: Yue, Yanwei, et al.
Published: (2025)
by: Yue, Yanwei, et al.
Published: (2025)
Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning
by: Li, Simin, et al.
Published: (2025)
by: Li, Simin, et al.
Published: (2025)
Multi-Agent Reinforcement Learning-based Cooperative Autonomous Driving in Smart Intersections
by: Yu, Taoyuan, et al.
Published: (2025)
by: Yu, Taoyuan, et al.
Published: (2025)
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
by: Yang, Guang, et al.
Published: (2025)
by: Yang, Guang, et al.
Published: (2025)
On Implementing Autonomous Supply Chains: a Multi-Agent System Approach
by: Xu, Liming, et al.
Published: (2023)
by: Xu, Liming, et al.
Published: (2023)
Beyond the All-in-One Agent: Benchmarking Role-Specialized Multi-Agent Collaboration in Enterprise Workflows
by: Yu, Tao, et al.
Published: (2026)
by: Yu, Tao, et al.
Published: (2026)
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
by: Xu, Zelai, et al.
Published: (2023)
by: Xu, Zelai, et al.
Published: (2023)
Bottom-Up Reputation Promotes Cooperation with Multi-Agent Reinforcement Learning
by: Ren, Tianyu, et al.
Published: (2025)
by: Ren, Tianyu, et al.
Published: (2025)
Dynamic Deep Factor Graph for Multi-Agent Reinforcement Learning
by: Shi, Yuchen, et al.
Published: (2024)
by: Shi, Yuchen, et al.
Published: (2024)
InfiAgent: An Infinite-Horizon Framework for General-Purpose Autonomous Agents
by: Yu, Chenglin, et al.
Published: (2026)
by: Yu, Chenglin, et al.
Published: (2026)
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
by: Chen, Jianming, et al.
Published: (2024)
by: Chen, Jianming, et al.
Published: (2024)
Causal-Inspired Multi-Agent Decision-Making via Graph Reinforcement Learning
by: Wang, Jing, et al.
Published: (2025)
by: Wang, Jing, et al.
Published: (2025)
Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning
by: Zhang, Ruoning, et al.
Published: (2025)
by: Zhang, Ruoning, et al.
Published: (2025)
Subgoal-based Hierarchical Reinforcement Learning for Multi-Agent Collaboration
by: Xu, Cheng, et al.
Published: (2024)
by: Xu, Cheng, et al.
Published: (2024)
TVDO: Tchebycheff Value-Decomposition Optimization for Multi-Agent Reinforcement Learning
by: Hu, Xiaoliang, et al.
Published: (2023)
by: Hu, Xiaoliang, et al.
Published: (2023)
Stronger-MAS: Multi-Agent Reinforcement Learning for Collaborative LLMs
by: Zhao, Yujie, et al.
Published: (2025)
by: Zhao, Yujie, et al.
Published: (2025)
Language-Driven Coordination and Learning in Multi-Agent Simulation Environments
by: Li, Zhengyang, et al.
Published: (2025)
by: Li, Zhengyang, et al.
Published: (2025)
AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
by: Wang, Siyu, et al.
Published: (2026)
by: Wang, Siyu, et al.
Published: (2026)
Heterogeneity in Multi-Agent Reinforcement Learning
by: Hu, Tianyi, et al.
Published: (2025)
by: Hu, Tianyi, et al.
Published: (2025)
Multi-agent Uncertainty-Aware Pessimistic Model-Based Reinforcement Learning for Connected Autonomous Vehicles
by: Wen, Ruoqi, et al.
Published: (2025)
by: Wen, Ruoqi, et al.
Published: (2025)
An Agent-Centric Dynamical Systems Perspective on Multi-Agent Reinforcement Learning
by: Rudd-Jones, James, et al.
Published: (2025)
by: Rudd-Jones, James, et al.
Published: (2025)
Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning
by: Liang, Yongheng, et al.
Published: (2024)
by: Liang, Yongheng, et al.
Published: (2024)
Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation
by: Chen, Jianming, et al.
Published: (2025)
by: Chen, Jianming, et al.
Published: (2025)
Agent Contracts: A Formal Framework for Resource-Bounded Autonomous AI Systems
by: Ye, Qing, et al.
Published: (2026)
by: Ye, Qing, et al.
Published: (2026)
Learning Efficient Communication Protocols for Multi-Agent Reinforcement Learning
by: Zhang, Xinren, et al.
Published: (2025)
by: Zhang, Xinren, et al.
Published: (2025)
MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
by: Wang, Qian, et al.
Published: (2024)
by: Wang, Qian, et al.
Published: (2024)
Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems
by: Jin, Haibo, et al.
Published: (2026)
by: Jin, Haibo, et al.
Published: (2026)
Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle Deployment
by: Tan, Heng, et al.
Published: (2025)
by: Tan, Heng, et al.
Published: (2025)
MA2RL: Masked Autoencoders for Generalizable Multi-Agent Reinforcement Learning
by: Feng, Jinyuan, et al.
Published: (2025)
by: Feng, Jinyuan, et al.
Published: (2025)
RadioMaster: Multi-Agent System for Autonomous Radio Signal Generation
by: Lei, Jiazhen, et al.
Published: (2026)
by: Lei, Jiazhen, et al.
Published: (2026)
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
by: Liu, Zichuan, et al.
Published: (2022)
by: Liu, Zichuan, et al.
Published: (2022)
AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
by: Yang, Zijiu, et al.
Published: (2026)
by: Yang, Zijiu, et al.
Published: (2026)
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey
by: Zhang, Ruiqi, et al.
Published: (2024)
by: Zhang, Ruiqi, et al.
Published: (2024)
Scalable Safe Multi-Agent Reinforcement Learning for Multi-Agent System
by: Du, Haikuo, et al.
Published: (2025)
by: Du, Haikuo, et al.
Published: (2025)
Offline Multi-Agent Reinforcement Learning for 6G Communications: Fundamentals, Applications and Future Directions
by: Eldeeb, Eslam, et al.
Published: (2026)
by: Eldeeb, Eslam, et al.
Published: (2026)
Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox
by: Yin, Qiyue, et al.
Published: (2022)
by: Yin, Qiyue, et al.
Published: (2022)
LASER: Script Execution by Autonomous Agents for On-demand Traffic Simulation
by: Gao, Hao, et al.
Published: (2024)
by: Gao, Hao, et al.
Published: (2024)
Dialogue Diplomats: An End-to-End Multi-Agent Reinforcement Learning System for Automated Conflict Resolution and Consensus Building
by: Bolleddu, Deepak
Published: (2025)
by: Bolleddu, Deepak
Published: (2025)
Spatiotemporal Attention-Augmented Inverse Reinforcement Learning for Multi-Agent Task Allocation
by: Yin, Huilin, et al.
Published: (2025)
by: Yin, Huilin, et al.
Published: (2025)
Similar Items
-
Double Distillation Network for Multi-Agent Reinforcement Learning
by: Zhou, Yang, et al.
Published: (2025) -
MasRouter: Learning to Route LLMs for Multi-Agent Systems
by: Yue, Yanwei, et al.
Published: (2025) -
Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning
by: Li, Simin, et al.
Published: (2025) -
Multi-Agent Reinforcement Learning-based Cooperative Autonomous Driving in Smart Intersections
by: Yu, Taoyuan, et al.
Published: (2025) -
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
by: Yang, Guang, et al.
Published: (2025)