Hera: Learning Long-Horizon Coordination for Device-Cloud Collaborative LLM Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yuxin, Hu, Mengxue, Lin, Zheng, Fan, Xiaoyi, Xie, Fan, Fang, Zihan, Yang, Jing, Zhu, Wenjun, Chen, Zhiwen, Lv, Chengfei, Chen, Zhe |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions
by: Niu, Chaoyue, et al.
Published: (2025)
by: Niu, Chaoyue, et al.
Published: (2025)
TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination
by: Xie, Yi, et al.
Published: (2026)
by: Xie, Yi, et al.
Published: (2026)
Urban Emergency Rescue Based on Multi-Agent Collaborative Learning: Coordination Between Fire Engines and Traffic Lights
by: Chen, Weichao, et al.
Published: (2025)
by: Chen, Weichao, et al.
Published: (2025)
MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration
by: Qian, Kaiyang, et al.
Published: (2026)
by: Qian, Kaiyang, et al.
Published: (2026)
Orchestrator: Active Inference for Multi-Agent Systems in Long-Horizon Tasks
by: Beckenbauer, Lukas, et al.
Published: (2025)
by: Beckenbauer, Lukas, et al.
Published: (2025)
MACRO-LLM: LLM-Empowered Multi-Agent Collaborative Reasoning under Spatiotemporal Partial Observability
by: Chen, Handi, et al.
Published: (2026)
by: Chen, Handi, et al.
Published: (2026)
Gated Coordination for Efficient Multi-Agent Collaboration in Minecraft Game
by: Jian, HuaDong, et al.
Published: (2026)
by: Jian, HuaDong, et al.
Published: (2026)
Making Teams and Influencing Agents: Efficiently Coordinating Decision Trees for Interpretable Multi-Agent Reinforcement Learning
by: Chen, Rex, et al.
Published: (2025)
by: Chen, Rex, et al.
Published: (2025)
Multi-Agent Medical Decision Consensus Matrix System: An Intelligent Collaborative Framework for Oncology MDT Consultations
by: Han, Xudong, et al.
Published: (2025)
by: Han, Xudong, et al.
Published: (2025)
ROMA: Recursive Open Meta-Agent Framework for Long-Horizon Multi-Agent Systems
by: Alzu'bi, Salaheddin, et al.
Published: (2026)
by: Alzu'bi, Salaheddin, et al.
Published: (2026)
Safe Multi-Agent Deep Reinforcement Learning for Privacy-Aware Edge-Device Collaborative DNN Inference
by: Wang, Hong, et al.
Published: (2026)
by: Wang, Hong, et al.
Published: (2026)
A Subgoal-driven Framework for Improving Long-Horizon LLM Agents
by: Wang, Taiyi, et al.
Published: (2026)
by: Wang, Taiyi, et al.
Published: (2026)
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
by: Feng, Zhaopeng, et al.
Published: (2026)
by: Feng, Zhaopeng, et al.
Published: (2026)
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents
by: Yan, Sikuan, et al.
Published: (2026)
by: Yan, Sikuan, et al.
Published: (2026)
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
by: Agashe, Saaket, et al.
Published: (2023)
by: Agashe, Saaket, et al.
Published: (2023)
AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs
by: Grötschla, Florian, et al.
Published: (2025)
by: Grötschla, Florian, et al.
Published: (2025)
LLaMAR: Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
by: Nayak, Siddharth, et al.
Published: (2024)
by: Nayak, Siddharth, et al.
Published: (2024)
Strategic Communication and Language Bias in Multi-Agent LLM Coordination
by: Buscemi, Alessio, et al.
Published: (2025)
by: Buscemi, Alessio, et al.
Published: (2025)
Slipstream: Trajectory-Grounded Compaction Validation for Long-Horizon Agents
by: Chen, Zhuofu, et al.
Published: (2026)
by: Chen, Zhuofu, et al.
Published: (2026)
From Spark to Fire: Modeling and Mitigating Error Cascades in LLM-Based Multi-Agent Collaboration
by: Xie, Yizhe, et al.
Published: (2026)
by: Xie, Yizhe, et al.
Published: (2026)
Enhancing LLM-based Quantum Code Generation with Multi-Agent Optimization and Quantum Error Correction
by: Campbell, Charlie, et al.
Published: (2025)
by: Campbell, Charlie, et al.
Published: (2025)
AWCP: A Workspace Delegation Protocol for Deep-Engagement Collaboration across Remote Agents
by: Nie, Xiaohang, et al.
Published: (2026)
by: Nie, Xiaohang, et al.
Published: (2026)
Multi-Agent Collaboration via Evolving Orchestration
by: Dang, Yufan, et al.
Published: (2025)
by: Dang, Yufan, et al.
Published: (2025)
When Cloud Agents Meet Device Agents: Lessons from Hybrid Multi-Agent Systems
by: Rainone, Corrado, et al.
Published: (2026)
by: Rainone, Corrado, et al.
Published: (2026)
IndoorR2X: Indoor Robot-to-Everything Coordination with LLM-Driven Planning
by: Yang, Fan, et al.
Published: (2026)
by: Yang, Fan, et al.
Published: (2026)
Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems
by: Chen, Mengzhuo, et al.
Published: (2026)
by: Chen, Mengzhuo, et al.
Published: (2026)
When Does Multi-Agent Collaboration Help? An Entropy Perspective
by: Zhao, Yuxuan, et al.
Published: (2026)
by: Zhao, Yuxuan, et al.
Published: (2026)
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
by: Li, Yilong, et al.
Published: (2025)
by: Li, Yilong, et al.
Published: (2025)
Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment
by: Fan, Enguang, et al.
Published: (2026)
by: Fan, Enguang, et al.
Published: (2026)
Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus
by: Gou, Wanshuang, et al.
Published: (2026)
by: Gou, Wanshuang, et al.
Published: (2026)
Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations
by: Orlando, Gian Marco, et al.
Published: (2025)
by: Orlando, Gian Marco, et al.
Published: (2025)
MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment
by: Zhang, Ming, et al.
Published: (2025)
by: Zhang, Ming, et al.
Published: (2025)
Analyzing Collision Rates in Large-Scale Mixed Traffic Control via Multi-Agent Reinforcement Learning
by: Fan, Muyang
Published: (2025)
by: Fan, Muyang
Published: (2025)
Governed Collaborative Memory as Artificial Selection in LLM-Based Multi-Agent Systems
by: Cuadros, Diego F., et al.
Published: (2026)
by: Cuadros, Diego F., et al.
Published: (2026)
Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System
by: Kostka, Adam, et al.
Published: (2025)
by: Kostka, Adam, et al.
Published: (2025)
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
by: Yang, Yingxuan, et al.
Published: (2025)
by: Yang, Yingxuan, et al.
Published: (2025)
Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
by: Han, Chen, et al.
Published: (2026)
by: Han, Chen, et al.
Published: (2026)
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination
by: Yao, Chang, et al.
Published: (2025)
by: Yao, Chang, et al.
Published: (2025)
Agent-GSPO: Communication-Efficient Multi-Agent Systems via Group Sequence Policy Optimization
by: Fan, Yijia, et al.
Published: (2025)
by: Fan, Yijia, et al.
Published: (2025)
CodeEdu: A Multi-Agent Collaborative Platform for Personalized Coding Education
by: Zhao, Jianing, et al.
Published: (2025)
by: Zhao, Jianing, et al.
Published: (2025)
Similar Items
-
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions
by: Niu, Chaoyue, et al.
Published: (2025) -
TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination
by: Xie, Yi, et al.
Published: (2026) -
Urban Emergency Rescue Based on Multi-Agent Collaborative Learning: Coordination Between Fire Engines and Traffic Lights
by: Chen, Weichao, et al.
Published: (2025) -
MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration
by: Qian, Kaiyang, et al.
Published: (2026) -
Orchestrator: Active Inference for Multi-Agent Systems in Long-Horizon Tasks
by: Beckenbauer, Lukas, et al.
Published: (2025)