Helmsman: Autonomous Synthesis of Federated Learning Systems via Collaborative LLM Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Haoyuan, Funk, Mathias, Saeed, Aaqib |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FAST: Federated Active Learning with Foundation Models for Communication-efficient Sampling and Training
by: Li, Haoyuan, et al.
Published: (2025)
by: Li, Haoyuan, et al.
Published: (2025)
Collaboratively Learning Federated Models from Noisy Decentralized Data
by: Li, Haoyuan, et al.
Published: (2024)
by: Li, Haoyuan, et al.
Published: (2024)
Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game
by: Du, Silin, et al.
Published: (2024)
by: Du, Silin, et al.
Published: (2024)
VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data
by: Zhu, Di, et al.
Published: (2026)
by: Zhu, Di, et al.
Published: (2026)
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction
by: Zhang, Yuwei, et al.
Published: (2024)
by: Zhang, Yuwei, et al.
Published: (2024)
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
by: Yang, Ruofeng, et al.
Published: (2026)
by: Yang, Ruofeng, et al.
Published: (2026)
Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration
by: Han, Keqi, et al.
Published: (2026)
by: Han, Keqi, et al.
Published: (2026)
SKILLC: Learning Autonomous Skill Internalization in LLM Agents via Contrastive Credit Assignment
by: Lin, Hongxiang, et al.
Published: (2026)
by: Lin, Hongxiang, et al.
Published: (2026)
AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
by: Tian, Chunhao, et al.
Published: (2025)
by: Tian, Chunhao, et al.
Published: (2025)
LLM Collaboration With Multi-Agent Reinforcement Learning
by: Liu, Shuo, et al.
Published: (2025)
by: Liu, Shuo, et al.
Published: (2025)
Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding
by: Wang, Tsai-Ning, et al.
Published: (2025)
by: Wang, Tsai-Ning, et al.
Published: (2025)
Fundamentals of Building Autonomous LLM Agents
by: Castrillo, Victor de Lamo, et al.
Published: (2025)
by: Castrillo, Victor de Lamo, et al.
Published: (2025)
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
by: Yun, Sukwon, et al.
Published: (2026)
by: Yun, Sukwon, et al.
Published: (2026)
Scaling Agent Learning via Experience Synthesis
by: Chen, Zhaorun, et al.
Published: (2025)
by: Chen, Zhaorun, et al.
Published: (2025)
Requesting Expert Reasoning: Augmenting LLM Agents with Learned Collaborative Intervention
by: Wang, Zhiming, et al.
Published: (2026)
by: Wang, Zhiming, et al.
Published: (2026)
R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
by: Yang, Xu, et al.
Published: (2025)
by: Yang, Xu, et al.
Published: (2025)
Federated In-Context LLM Agent Learning
by: Wu, Panlong, et al.
Published: (2024)
by: Wu, Panlong, et al.
Published: (2024)
A Concurrent Modular Agent: Framework for Autonomous LLM Agents
by: Maruyama, Norihiro, et al.
Published: (2025)
by: Maruyama, Norihiro, et al.
Published: (2025)
CollabEval: Enhancing LLM-as-a-Judge via Multi-Agent Collaboration
by: Qian, Yiyue, et al.
Published: (2026)
by: Qian, Yiyue, et al.
Published: (2026)
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
by: Huang, Jen-tse, et al.
Published: (2024)
by: Huang, Jen-tse, et al.
Published: (2024)
Reinforcement Learning-Augmented LLM Agents for Collaborative Decision Making and Performance Optimization
by: Qiu, Dong, et al.
Published: (2025)
by: Qiu, Dong, et al.
Published: (2025)
AIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems
by: Kwon, Jiyong, et al.
Published: (2026)
by: Kwon, Jiyong, et al.
Published: (2026)
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
by: Yang, Min, et al.
Published: (2026)
by: Yang, Min, et al.
Published: (2026)
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
by: Xue, Xiangyuan, et al.
Published: (2024)
by: Xue, Xiangyuan, et al.
Published: (2024)
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent
by: Ning, Liang-bo, et al.
Published: (2025)
by: Ning, Liang-bo, et al.
Published: (2025)
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems
by: Lu, Jiaying, et al.
Published: (2024)
by: Lu, Jiaying, et al.
Published: (2024)
Collaborative Trustworthiness for Good Decision Making in Autonomous Systems
by: Saidi, Selma, et al.
Published: (2025)
by: Saidi, Selma, et al.
Published: (2025)
Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents
by: Wang, Haochen, et al.
Published: (2026)
by: Wang, Haochen, et al.
Published: (2026)
Multi-Agent Systems for Robotic Autonomy with LLMs
by: Chen, Junhong, et al.
Published: (2025)
by: Chen, Junhong, et al.
Published: (2025)
Collaborative Text-to-Image Generation via Multi-Agent Reinforcement Learning and Semantic Fusion
by: Shi, Jiabao, et al.
Published: (2025)
by: Shi, Jiabao, et al.
Published: (2025)
ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration
by: Dai, Gaole, et al.
Published: (2025)
by: Dai, Gaole, et al.
Published: (2025)
ASIA: an Autonomous System Identification Agent
by: Piga, Dario, et al.
Published: (2026)
by: Piga, Dario, et al.
Published: (2026)
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
by: Liu, Zexi, et al.
Published: (2025)
by: Liu, Zexi, et al.
Published: (2025)
ChatEDA: A Large Language Model Powered Autonomous Agent for EDA
by: He, Zhuolun, et al.
Published: (2023)
by: He, Zhuolun, et al.
Published: (2023)
Multi-Agent Path Finding via Offline RL and LLM Collaboration
by: Atasever, Merve, et al.
Published: (2025)
by: Atasever, Merve, et al.
Published: (2025)
AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis
by: Wang, Hao, et al.
Published: (2026)
by: Wang, Hao, et al.
Published: (2026)
Distinguishing Autonomous AI Agents from Collaborative Agentic Systems: A Comprehensive Framework for Understanding Modern Intelligent Architectures
by: Bansod, Prashik Buddhaghosh
Published: (2025)
by: Bansod, Prashik Buddhaghosh
Published: (2025)
TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
by: Du, Yuwei, et al.
Published: (2024)
by: Du, Yuwei, et al.
Published: (2024)
AgentRxiv: Towards Collaborative Autonomous Research
by: Schmidgall, Samuel, et al.
Published: (2025)
by: Schmidgall, Samuel, et al.
Published: (2025)
Similar Items
-
FAST: Federated Active Learning with Foundation Models for Communication-efficient Sampling and Training
by: Li, Haoyuan, et al.
Published: (2025) -
Collaboratively Learning Federated Models from Noisy Decentralized Data
by: Li, Haoyuan, et al.
Published: (2024) -
Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game
by: Du, Silin, et al.
Published: (2024) -
VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data
by: Zhu, Di, et al.
Published: (2026) -
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction
by: Zhang, Yuwei, et al.
Published: (2024)