Cover Image

Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gabriel, Adrian Garret, Ahmad, Alaa Alameer, Jeyakumar, Shankar Kumar
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Computation and Language Machine Learning Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ATOD: An Evaluation Framework and Benchmark for Agentic Task-Oriented Dialogue Systems
by: Zhang, Yifei, et al.
Published: (2026)

An Agentic Evaluation Architecture for Historical Bias Detection in Educational Textbooks
by: Stefan, Gabriel, et al.
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)

AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
by: Zhang, Guibin, et al.
Published: (2025)

Adaptive Monitoring and Real-World Evaluation of Agentic AI Systems
by: Shukla, Manish
Published: (2025)

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
by: Li, Zhuofeng, et al.
Published: (2025)

GNNs as Predictors of Agentic Workflow Performances
by: Zhang, Yuanshuo, et al.
Published: (2025)

MiRAGE: A Multiagent Framework for Generating Multimodal Multihop Question-Answer Dataset for RAG Evaluation
by: Sahu, Chandan Kumar, et al.
Published: (2026)

A Novel Hierarchical Multi-Agent System for Payments Using LLMs
by: Chua, Joon Kiat, et al.
Published: (2026)

Exploring Modularity of Agentic Systems for Drug Discovery
by: van Weesep, Laura, et al.
Published: (2025)

Litmus (Re)Agent: A Benchmark and Agentic System for Predictive Evaluation of Multilingual Models
by: Mittal, Avni, et al.
Published: (2026)

Unsupervised Cycle Detection in Agentic Applications
by: George, Felix, et al.
Published: (2025)

Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
by: Zhang, Shaokun, et al.
Published: (2025)

A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
by: Chen, Shuaihang, et al.
Published: (2024)

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems
by: Chen, Jiayi, et al.
Published: (2025)

A-MapReduce: Executing Wide Search via Agentic MapReduce
by: Chen, Mingju, et al.
Published: (2026)

CANTANTE: Optimizing Agentic Systems via Contrastive Credit Attribution
by: Zehle, Tom
Published: (2026)

ColorEcosystem: Powering Personalized, Standardized, and Trustworthy Agentic Service in massive-agent Ecosystem
by: Wu, Fangwen, et al.
Published: (2025)

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks
by: Gosmar, Diego, et al.
Published: (2025)

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
by: Lu, Pan, et al.
Published: (2025)

Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
by: Rezaei, Mohammad Reza, et al.
Published: (2025)

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
by: Sun, Yu, et al.
Published: (2025)

TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON
by: Tan, John Chong Min, et al.
Published: (2024)

Can Agents Judge Systematic Reviews Like Humans? Evaluating SLRs with LLM-based Multi-Agent System
by: Mushtaq, Abdullah, et al.
Published: (2025)

StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning
by: Li, Shiyang, et al.
Published: (2026)

Theory of Mind in Action: The Instruction Inference Task in Dynamic Human-Agent Collaboration
by: Saad, Fardin, et al.
Published: (2025)

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
by: Liu, Zijun, et al.
Published: (2023)

How Brittle is Agent Safety? Rethinking Agent Risk under Intent Concealment and Task Complexity
by: Ma, Zihan, et al.
Published: (2025)

Responsible Agentic AI Requires Explicit Provenance
by: Hu, Jinwei, et al.
Published: (2026)

PAARS: Persona Aligned Agentic Retail Shoppers
by: Mansour, Saab, et al.
Published: (2025)

AutoMedic: An Automated Evaluation Framework for Clinical Conversational Agents with Medical Dataset Grounding
by: Oh, Gyutaek, et al.
Published: (2025)

Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
by: Lu, Jiaxuan, et al.
Published: (2026)

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
by: Fang, Jinyuan, et al.
Published: (2025)

Integration of Large Vision Language Models for Efficient Post-disaster Damage Assessment and Reporting
by: Chen, Zhaohui, et al.
Published: (2024)

Multi-agent Architecture Search via Agentic Supernet
by: Zhang, Guibin, et al.
Published: (2025)

System of Agentic AI for the Discovery of Metal-Organic Frameworks
by: Inizan, Theo Jaffrelot, et al.
Published: (2025)

Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems
by: Akshathala, Sreemaee, et al.
Published: (2025)

MegaChat: A Synthetic Persian Q&A Dataset for High-Quality Sales Chatbot Evaluation
by: Rahmani, Mahdi, et al.
Published: (2025)

ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network
by: Guo, Minghao, et al.
Published: (2025)

AISAC: An Integrated multi-agent System for Transparent, Retrieval-Grounded Scientific Assistance
by: Bhattacharya, Chandrachur, et al.
Published: (2025)