Cover Image

Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gharzeddine, Luay, Saab Jr, Samer
Format:	Preprint
Published:	2026
Subjects:	Multiagent Systems Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents
by: Fehlis, Yao
Published: (2025)

Heterogeneous Information-Bottleneck Coordination Graphs for Multi-Agent Reinforcement Learning
by: Duan, Wei, et al.
Published: (2026)

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration
by: Cheng, Yuyang, et al.
Published: (2025)

AgentScope: A Flexible yet Robust Multi-Agent Platform
by: Gao, Dawei, et al.
Published: (2024)

Voluntary Collusion with Secret Tools in Competing LLM Agents
by: Zeng, Xijie, et al.
Published: (2026)

From Grounding to Planning: Benchmarking Bottlenecks in Web Agents
by: Shlomov, Segev, et al.
Published: (2024)

AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
by: Luo, Yinyi, et al.
Published: (2026)

AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
by: Ye, Yulei, et al.
Published: (2026)

LLM Constitutional Multi-Agent Governance
by: de Curtò, J., et al.
Published: (2026)

Multi-Objective Multi-Agent Path Finding with Lexicographic Cost Preferences
by: Rustagi, Pulkit, et al.
Published: (2025)

Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI
by: Duan, Zhihua, et al.
Published: (2024)

Foam-Agent: Towards Automated Intelligent CFD Workflows
by: Yue, Ling, et al.
Published: (2025)

Counterfactual-based Agent Influence Ranker for Agentic AI Workflows
by: Giloni, Amit, et al.
Published: (2025)

Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems
by: Zamojska, Monika, et al.
Published: (2025)

When Agents Disagree: The Selection Bottleneck in Multi-Agent LLM Pipelines
by: Maryanskyy, Artem
Published: (2026)

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
by: Huang, Oucheng, et al.
Published: (2025)

SAGE: Multi-Agent Self-Evolution for LLM Reasoning
by: Peng, Yulin, et al.
Published: (2026)

Insider Attacks in Multi-Agent LLM Consensus Systems
by: Sun, Xiaolin, et al.
Published: (2026)

Conjunctive Prompt Attacks in Multi-Agent LLM Systems
by: Arif, Nokimul Hasan, et al.
Published: (2026)

LLM Multi-Agent Systems: Challenges and Open Problems
by: Han, Shanshan, et al.
Published: (2024)

Regulator-Manufacturer AI Agents Modeling: Mathematical Feedback-Driven Multi-Agent LLM Framework
by: Han, Yu, et al.
Published: (2024)

LLM Agents Making Agent Tools
by: Wölflein, Georg, et al.
Published: (2025)

TACLA: An LLM-Based Multi-Agent Tool for Transactional Analysis Training in Education
by: Zamojska, Monika, et al.
Published: (2025)

Governed Memory: A Production Architecture for Multi-Agent Workflows
by: Taheri, Hamed
Published: (2026)

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control
by: Zhang, Yan, et al.
Published: (2025)

MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation
by: Wang, Chenyu, et al.
Published: (2026)

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
by: Xie, Yizhe, et al.
Published: (2025)

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
by: Nie, Zheng, et al.
Published: (2026)

TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems
by: Kavathekar, Ishan, et al.
Published: (2025)

Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents
by: Zhang, Enhao, et al.
Published: (2025)

Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework
by: Binkyte, Ruta
Published: (2025)

VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft
by: Dong, Yubo, et al.
Published: (2024)

LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer
by: Zahedifar, Rasoul, et al.
Published: (2025)

Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems
by: Xu, Hongwei
Published: (2026)

Influencing LLM Multi-Agent Dialogue via Policy-Parameterized Prompts
by: Bo, Hongbo, et al.
Published: (2026)

GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
by: Zhou, Jialong, et al.
Published: (2025)

Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
by: Han, Bochen, et al.
Published: (2025)

Position: Towards a Responsible LLM-empowered Multi-Agent Systems
by: Hu, Jinwei, et al.
Published: (2025)

Risk Analysis Techniques for Governed LLM-based Multi-Agent Systems
by: Reid, Alistair, et al.
Published: (2025)

Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration
by: Song, Xinyuan, et al.
Published: (2025)