Image de couverture de livre

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Zhihao, Cornacchia, Alessandro, Galante, Franco, Centofanti, Carlo, Sacco, Alessio, Jiang, Dingde
Format:	Preprint
Publié:	2025
Sujets:	Networking and Internet Architecture Artificial Intelligence Multiagent Systems
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Network Arena for Benchmarking AI Agents on Network Troubleshooting
par: Wang, Zhihao, et autres
Publié: (2025)

Towards Multi-Agent Economies: Enhancing the A2A Protocol with Ledger-Anchored Identities and x402 Micropayments for AI Agents
par: Vaziry, Awid, et autres
Publié: (2025)

Curated Collaborative AI Edge with Network Data Analytics for B5G/6G Radio Access Networks
par: Ali, Sardar Jaffar, et autres
Publié: (2025)

OpenID Connect for Agents (OIDC-A) 1.0: A Standard Extension for LLM-Based Agent Identity and Authorization
par: Nagabhushanaradhya, Subramanya
Publié: (2025)

MACH: Multi-Agent Coordination for RSU-centric Handovers
par: Spring, Nikolaus, et autres
Publié: (2025)

Agentic AI for Ultra-Modern Networks: Multi-Agent Framework for RAN Autonomy and Assurance
par: Singh, Sukhdeep, et autres
Publié: (2025)

Agentic AI-Empowered Wireless Agent Networks With Semantic-Aware Collaboration via ILAC
par: Zhao, Zhouxiang, et autres
Publié: (2026)

μACP: A Formal Calculus for Expressive, Resource-Constrained Agent Communication
par: Mallick, Arnab, et autres
Publié: (2026)

AWCP: A Workspace Delegation Protocol for Deep-Engagement Collaboration across Remote Agents
par: Nie, Xiaohang, et autres
Publié: (2026)

Efficient Self-Learning and Model Versioning for AI-native O-RAN Edge
par: Bensalem, Mounir, et autres
Publié: (2026)

Learning To Communicate Over An Unknown Shared Network
par: Agarwal, Shivangi, et autres
Publié: (2025)

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination
par: Xiao, Yong, et autres
Publié: (2025)

Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows
par: Hu, Yunhao, et autres
Publié: (2025)

Game-Theoretic and Reinforcement Learning-Based Cluster Head Selection for Energy-Efficient Wireless Sensor Network
par: Eskandarpour, Mehrshad, et autres
Publié: (2025)

Leveraging Multi-Agent System (MAS) and Fine-Tuned Small Language Models (SLMs) for Automated Telecom Network Troubleshooting
par: Shi, Chenhua, et autres
Publié: (2025)

Evolution of AI Agent Registry Solutions: Centralized, Enterprise, and Distributed Approaches
par: Singh, Aditi, et autres
Publié: (2025)

NANDA Adaptive Resolver: Architecture for Dynamic Resolution of AI Agent Names
par: Zinky, John, et autres
Publié: (2025)

DAWN: Designing Distributed Agents in a Worldwide Network
par: Aminiranjbar, Zahra, et autres
Publié: (2024)

Agent-based Simulation for Drone Charging in an Internet of Things Environment System
par: Grando, Leonardo, et autres
Publié: (2025)

Upgrade or Switch: Do We Need a Next-Gen Trusted Architecture for the Internet of AI Agents?
par: Raskar, Ramesh, et autres
Publié: (2025)

Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs
par: Amorosa, Lorenzo Mario, et autres
Publié: (2023)

Pipe Routing with Topology Control for UAV Networks
par: Devaraju, Shreyas, et autres
Publié: (2024)

Agent TCP/IP: An Agent-to-Agent Transaction System
par: Muttoni, Andrea, et autres
Publié: (2025)

Multi-Agent Deep Reinforcement Learning for Collaborative UAV Relay Networks under Jamming Atatcks
par: Nguyen, Thai Duong, et autres
Publié: (2025)

Physiological Signal-Driven QoE Optimization for Wireless Virtual Reality Transmission
par: Wu, Chang, et autres
Publié: (2025)

Pragmatic Communication for Remote Control of Finite-State Markov Processes
par: Talli, Pietro, et autres
Publié: (2024)

Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message
par: Haque, Shaan ul, et autres
Publié: (2022)

DHEA-MECD: An Embodied Intelligence-Powered DRL Algorithm for AUV Tracking in Underwater Environments with High-Dimensional Features
par: Tian, Kai, et autres
Publié: (2026)

Enhancing Automotive User Experience with Dynamic Service Orchestration for Software Defined Vehicles
par: Laclau, Pierre, et autres
Publié: (2024)

Traffic Divergence Theory: An Analysis Formalism for Dynamic Networks
par: Macktoobian, Matin, et autres
Publié: (2024)

Plasticity-Enhanced Multi-Agent Mixture of Experts for Dynamic Objective Adaptation in UAVs-Assisted Emergency Communication Networks
par: Qiu, Wen, et autres
Publié: (2026)

Bringing Network Coding into Multi-Robot Systems: Interplay Study for Autonomous Systems over Wireless Communications
par: Zaher, Anil, et autres
Publié: (2026)

MAxLM: Multi-Agent Language Model-Based Scheduling and Resource Allocation in MU-MIMO-OFDMA-Enabled Wireless Networks
par: Quadri, Adnan, et autres
Publié: (2026)

Hetero-Net: An Energy-Efficient Resource Allocation and 3D Placement in Heterogeneous LoRa Networks via Multi-Agent Optimization
par: Ahmed, Abdullahi Isa, et autres
Publié: (2026)

A Layered Protocol Architecture for the Internet of Agents
par: Fleming, Charles, et autres
Publié: (2025)

Cayley Graph Optimization for Scalable Multi-Agent Communication Topologies
par: Luo, Jingkai, et autres
Publié: (2026)

RadioMaster: Multi-Agent System for Autonomous Radio Signal Generation
par: Lei, Jiazhen, et autres
Publié: (2026)

Collaborative Agentic AI Needs Interoperability Across Ecosystems
par: Sharma, Rishi, et autres
Publié: (2025)

Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment
par: Fan, Enguang, et autres
Publié: (2026)

BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web
par: Guo, Zihan, et autres
Publié: (2025)