Utility-Guided Agent Orchestration for Efficient LLM Tool Use
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Boyan, Zhao, Gongming, Xu, Hongli |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
by: Hu, Xuhao, et al.
Published: (2026)
by: Hu, Xuhao, et al.
Published: (2026)
Enabling Reconfiguration-Communication Overlap for Collective Communication in Optical Networks
by: Wu, Changbo, et al.
Published: (2025)
by: Wu, Changbo, et al.
Published: (2025)
OrchJail: Jailbreaking Tool-Calling Text-to-Image Agents by Orchestration-Guided Fuzzing
by: Chen, Jianming, et al.
Published: (2026)
by: Chen, Jianming, et al.
Published: (2026)
AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol
by: Zhang, Wentao, et al.
Published: (2025)
by: Zhang, Wentao, et al.
Published: (2025)
Small Model as Master Orchestrator: Learning Unified Agent-Tool Orchestration with Parallel Subtask Decomposition
by: Yuan, Wenzhen, et al.
Published: (2026)
by: Yuan, Wenzhen, et al.
Published: (2026)
Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use
by: Guo, Ruocheng, et al.
Published: (2026)
by: Guo, Ruocheng, et al.
Published: (2026)
Z-Space: A Multi-Agent Tool Orchestration Framework for Enterprise-Grade LLM Automation
by: He, Qingsong, et al.
Published: (2025)
by: He, Qingsong, et al.
Published: (2025)
AgentGuard: Repurposing Agentic Orchestrator for Safety Evaluation of Tool Orchestration
by: Chen, Jizhou, et al.
Published: (2025)
by: Chen, Jizhou, et al.
Published: (2025)
Are Tools All We Need? Unveiling the Tool-Use Tax in LLM Agents
by: Zhang, Kaituo, et al.
Published: (2026)
by: Zhang, Kaituo, et al.
Published: (2026)
The Use of AI Tools to Develop and Validate Q-Matrices
by: Fan, Kevin, et al.
Published: (2026)
by: Fan, Kevin, et al.
Published: (2026)
UniToolCall: Unifying Tool-Use Representation, Data, and Evaluation for LLM Agents
by: Liang, Yijuan, et al.
Published: (2026)
by: Liang, Yijuan, et al.
Published: (2026)
FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use
by: Lu, Jiaxuan, et al.
Published: (2026)
by: Lu, Jiaxuan, 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)
CoVe: Training Interactive Tool-Use Agents via Constraint-Guided Verification
by: Chen, Jinpeng, et al.
Published: (2026)
by: Chen, Jinpeng, et al.
Published: (2026)
Agent Tools Orchestration Leaks More: Dataset, Benchmark, and Mitigation
by: Qiao, Yuxuan, et al.
Published: (2025)
by: Qiao, Yuxuan, et al.
Published: (2025)
COSMO-Agent: Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration
by: Deng, Liyuan, et al.
Published: (2026)
by: Deng, Liyuan, et al.
Published: (2026)
Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration
by: Deng, Liyuan, et al.
Published: (2026)
by: Deng, Liyuan, et al.
Published: (2026)
MCPAgentBench: A Real-world Task Benchmark for Evaluating LLM Agent MCP Tool Use
by: Liu, Wenrui, et al.
Published: (2025)
by: Liu, Wenrui, et al.
Published: (2025)
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
by: Su, Hongjin, et al.
Published: (2025)
by: Su, Hongjin, et al.
Published: (2025)
Orchestrating Intelligence: Confidence-Aware Routing for Efficient Multi-Agent Collaboration across Multi-Scale Models
by: Wang, Jingbo, et al.
Published: (2026)
by: Wang, Jingbo, et al.
Published: (2026)
Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference
by: Guo, Xiyu, et al.
Published: (2025)
by: Guo, Xiyu, et al.
Published: (2025)
LLM Agents Beyond Utility: An Open-Ended Perspective
by: Nachkov, Asen, et al.
Published: (2025)
by: Nachkov, Asen, et al.
Published: (2025)
Robust and Efficient Tool Orchestration via Layered Execution Structures with Reflective Correction
by: Zhe, Tao, et al.
Published: (2026)
by: Zhe, Tao, et al.
Published: (2026)
When Does Memory Help Multi-Trajectory Inference for Tool-Use LLM Agents?
by: Li, Xinzhe, et al.
Published: (2026)
by: Li, Xinzhe, et al.
Published: (2026)
Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use
by: Thaman, Kunvar
Published: (2026)
by: Thaman, Kunvar
Published: (2026)
Team of Thoughts: Efficient Test-time Scaling of Agentic Systems through Orchestrated Tool Calling
by: Wong, Jeffrey T. H., et al.
Published: (2026)
by: Wong, Jeffrey T. H., et al.
Published: (2026)
Optimizing LLM Annotation of Classroom Discourse through Multi-Agent Orchestration
by: Ahtisham, Bakhtawar, et al.
Published: (2026)
by: Ahtisham, Bakhtawar, et al.
Published: (2026)
Multi-Agent Coordination Adaptation via Structure-Guided Orchestration
by: Li, Haoran, et al.
Published: (2026)
by: Li, Haoran, et al.
Published: (2026)
Budget-Aware Tool-Use Enables Effective Agent Scaling
by: Liu, Tengxiao, et al.
Published: (2025)
by: Liu, Tengxiao, et al.
Published: (2025)
Semantic Context for Tool Orchestration
by: Müller, Robert
Published: (2025)
by: Müller, Robert
Published: (2025)
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
by: Li, Binxu, et al.
Published: (2024)
by: Li, Binxu, et al.
Published: (2024)
ToolCritic: Detecting and Correcting Tool-Use Errors in Dialogue Systems
by: Hamad, Hassan, et al.
Published: (2025)
by: Hamad, Hassan, et al.
Published: (2025)
Guided by Trajectories: Repairing and Rewarding Tool-Use Trajectories for Tool-Integrated Reasoning
by: Gong, Siyu, et al.
Published: (2026)
by: Gong, Siyu, et al.
Published: (2026)
ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use
by: Deng, Mengjie, et al.
Published: (2025)
by: Deng, Mengjie, et al.
Published: (2025)
Improving LLM Reasoning via Dependency-Aware Query Decomposition and Logic-Parallel Content Expansion
by: Gao, Xianjun, et al.
Published: (2025)
by: Gao, Xianjun, et al.
Published: (2025)
Recognize Your Orchestrator: An Entropy Dynamics Perspective for LLM Multi-Agent Systems
by: Zhu, Junze, et al.
Published: (2026)
by: Zhu, Junze, et al.
Published: (2026)
EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection
by: Yang, Shuo, et al.
Published: (2026)
by: Yang, Shuo, et al.
Published: (2026)
NaviAgent: Graph-Driven Bilevel Planning for Scalable Tool Orchestration
by: Jiang, Yan, et al.
Published: (2025)
by: Jiang, Yan, et al.
Published: (2025)
Hierarchical Memory Orchestration for Personalized Persistent Agents
by: Liu, Junming, et al.
Published: (2026)
by: Liu, Junming, et al.
Published: (2026)
OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation
by: Yoon, Se-eun, et al.
Published: (2024)
by: Yoon, Se-eun, et al.
Published: (2024)
Similar Items
-
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
by: Hu, Xuhao, et al.
Published: (2026) -
Enabling Reconfiguration-Communication Overlap for Collective Communication in Optical Networks
by: Wu, Changbo, et al.
Published: (2025) -
OrchJail: Jailbreaking Tool-Calling Text-to-Image Agents by Orchestration-Guided Fuzzing
by: Chen, Jianming, et al.
Published: (2026) -
AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol
by: Zhang, Wentao, et al.
Published: (2025) -
Small Model as Master Orchestrator: Learning Unified Agent-Tool Orchestration with Parallel Subtask Decomposition
by: Yuan, Wenzhen, et al.
Published: (2026)