Cover Image

eXplainable Artificial Intelligence for RL-based Networking Solutions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Murcia, Yeison Stiven, Caicedo, Oscar Mauricio, Casas, Daniela Maria, da Fonseca, Nelson Luis Saldanha
Format:	Preprint
Published:	2025
Subjects:	Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Network Self-Configuration based on Fine-Tuned Small Language Models
by: Lira, Oscar G., et al.
Published: (2025)

Large Language Models for Zero Touch Network Configuration Management
by: Lira, Oscar G., et al.
Published: (2024)

Data-driven Intra-Autonomous Systems Graph Generator
by: Dadauto, Caio Vinicius, et al.
Published: (2023)

Artificial Intelligence in Open Radio Access Network
by: Masur, Paul H., et al.
Published: (2021)

Empowering Wireless Networks with Artificial Intelligence Generated Graph
by: Wang, Jiacheng, et al.
Published: (2024)

Energy-Latency Optimization for Dynamic 5G Mobile Radio Access Networks
by: H., Gabriela N. Caspa, et al.
Published: (2025)

Integration of Computer Networks and Artificial Neural Networks for an AI-based Network Operator
by: Wu, Binbin, et al.
Published: (2024)

ML-Based Preamble Collision Detection in the Random Access Procedure of Cellular IoT Networks
by: Cardenas, Giancarlo Maldonado, et al.
Published: (2025)

Generative Artificial Intelligence Assisted Multi-modal Semantic Extraction for NOMA-based Image Transmissions
by: Zhao, Songhan, et al.
Published: (2026)

Generative Artificial Intelligence for Beamforming in Low-Altitude Economy
by: Sun, Geng, et al.
Published: (2025)

Network Slice-based Low-Altitude Intelligent Network for Advanced Air Mobility
by: Xiong, Kai, et al.
Published: (2025)

A Digital Twin-based Intelligent Network Architecture for Underwater Acoustic Sensor Networks
by: Song, Shanshan, et al.
Published: (2024)

DRESS: Diffusion Reasoning-based Reward Shaping Scheme For Intelligent Networks
by: You, Feiran, et al.
Published: (2025)

The Smart Highway to Babel: the coexistence of different generations of Intelligent Transport Systems
by: Amador, Oscar, et al.
Published: (2023)

The Adoption of Artificial Intelligence in Different Network Security Concepts
by: Jbaar, Mamoon A. Al, et al.
Published: (2025)

Fusion of Mixture of Experts and Generative Artificial Intelligence in Mobile Edge Metaverse
by: Liu, Guangyuan, et al.
Published: (2024)

CORE: Compensable Reward as a Catalyst for Improving Offline RL in Wireless Networks
by: Zu, Lipeng, et al.
Published: (2025)

To RL or not to RL? An Algorithmic Cheat-Sheet for AI-Based Radio Resource Management
by: Maggi, Lorenzo, et al.
Published: (2024)

Joint Scheduling and Resource Allocation in mmWave IAB Networks Using Deep RL
by: Abbasalizadeh, Maryam, et al.
Published: (2025)

Designing the Network Intelligence Stratum for 6G Networks
by: Soto, Paola, et al.
Published: (2024)

Meeting Deadlines in Motion: Deep RL for Real-Time Task Offloading in Vehicular Edge Networks
by: Paknejad, Mahsa, et al.
Published: (2025)

A Vision-based Framework for Intelligent gNodeB Mobility Control
by: Duarte, Pedro, et al.
Published: (2026)

An Overview and Solution for Democratizing AI Workflows at the Network Edge
by: Čop, Andrej, et al.
Published: (2024)

Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning
by: Soto, Paola, et al.
Published: (2024)

In-Network Artificial Computing Enhanced Light Model-Switching for Emergency Communications Networks
by: Li, Yuehan, et al.
Published: (2026)

Advancements in Mobile Edge Computing and Open RAN: Leveraging Artificial Intelligence and Machine Learning for Wireless Systems
by: Barker, Ryan, et al.
Published: (2025)

A Software-Defined Networking Solution for Interconnecting Network Functions in Service-Based Architectures
by: Fondo-Ferreiro, Pablo, et al.
Published: (2024)

On the Interplay of Artificial Intelligence and Space-Air-Ground Integrated Networks: A Survey
by: Bakambekova, Adilya, et al.
Published: (2024)

Anomaly Detection in Offshore Open Radio Access Network Using Long Short-Term Memory Models on a Novel Artificial Intelligence-Driven Cloud-Native Data Platform
by: Ahmad, Abdelrahim, et al.
Published: (2024)

Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions
by: Li, Peizheng, et al.
Published: (2024)

Virne: A Comprehensive Benchmark for RL-based Network Resource Allocation in NFV
by: Wang, Tianfu, et al.
Published: (2025)

Evaluation of Greedy and CBF for ETSI non-area GeoNetworking: The impact of DCC
by: Amador, Oscar, et al.
Published: (2024)

AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN
by: Gopal, Sneihil, et al.
Published: (2024)

On the Architectural Split and Radio Intelligence Controller Placement in Integrated O-RAN-enabled Non-Terrestrial Networks
by: Baranda, Jorge, et al.
Published: (2025)

PRATA: A Framework to Enable Predictive QoS in Vehicular Networks via Artificial Intelligence
by: Mason, Federico, et al.
Published: (2025)

Artificial Intelligence of Things: A Survey
by: Siam, Shakhrul Iman, et al.
Published: (2024)

Delay Performance Analysis with Short Packets in Intelligent Machine Network
by: Xu, Wenyan, et al.
Published: (2025)

Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution
by: Yin, Xingkun, et al.
Published: (2025)

Intelligence Delivery Network: Toward an Internet Architecture for the AI Age
by: Wang, Hanling, et al.
Published: (2026)

Digital Twin Assisted Intelligent Network Management for Vehicular Applications
by: Qu, Kaige, et al.
Published: (2024)