Copertina

FLARE: Flying Learning Agents for Resource Efficiency in Next-Gen UAV Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Cai, Xuli, Lohan, Poonam, Kantarci, Burak
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Networking and Internet Architecture
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Multi-Agent Deep Reinforcement Learning for Optimized Multi-UAV Coverage and Power-Efficient UE Connectivity
di: Cai, Xuli, et al.
Pubblicazione: (2025)

A Novel Joint DRL-Based Utility Optimization for UAV Data Services
di: Cai, Xuli, et al.
Pubblicazione: (2024)

GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores
di: Onsu, Murat Arda, et al.
Pubblicazione: (2024)

Scalability Assurance in SFC provisioning via Distributed Design for Deep Reinforcement Learning
di: Onsu, Murat Arda, et al.
Pubblicazione: (2024)

Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles
di: Onsu, Murat Arda, et al.
Pubblicazione: (2024)

A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions
di: Onsu, Murat Arda, et al.
Pubblicazione: (2024)

Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers
di: Moshiri, Parisa Fard, et al.
Pubblicazione: (2026)

Semantic Edge-Cloud Communication for Real-Time Urban Traffic Surveillance with ViT and LLMs over Mobile Networks
di: Onsu, Murat Arda, et al.
Pubblicazione: (2025)

Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning
di: Moshiri, Parisa Fard, et al.
Pubblicazione: (2025)

LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning
di: Moshiri, Parisa Fard, et al.
Pubblicazione: (2025)

Structure-Aware NL-to-SQL for SFC Provisioning via AST-Masking Empowered Language Models
di: Zhu, Xinyu, et al.
Pubblicazione: (2026)

Fast and Adaptive Task Management in MEC: A Deep Learning Approach Using Pointer Networks
di: Yonkeu, Arild, et al.
Pubblicazione: (2025)

A Lightweight Digital-Twin-Based Framework for Edge-Assisted Vehicle Tracking and Collision Prediction
di: Onsu, Murat Arda, et al.
Pubblicazione: (2026)

Intent2QoS: Language Model-Driven Automation of Traffic Shaping Configurations
di: Acharya, Sudipta, et al.
Pubblicazione: (2026)

Joint Optimization of Completion Ratio and Latency of Offloaded Tasks with Multiple Priority Levels in 5G Edge
di: Moshiri, Parisa Fard, et al.
Pubblicazione: (2024)

On the Interplay Between Network Metrics and Performance of Mobile Edge Offloading
di: Moshiri, Parisa Fard, et al.
Pubblicazione: (2024)

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

On-Dyn-CDA: A Real-Time Cost-Driven Task Offloading Algorithm for Vehicular Networks with Reduced Latency and Task Loss
di: Paknejad, Mahsa, et al.
Pubblicazione: (2025)

Joint Task Offloading and User Scheduling in 5G MEC under Jamming Attacks
di: Amini, Mohammadreza, et al.
Pubblicazione: (2025)

Reliable Task Offloading in MEC through Transmission Diversity and Jamming-Aware Scheduling
di: Asemian, Ghazal, et al.
Pubblicazione: (2025)

FTA-NTN: Fairness and Throughput Assurance in Non-Terrestrial Networks
di: Trankatwar, Sachin Ravikant, et al.
Pubblicazione: (2026)

Optimizing Collaborative UAV Networks for Data Efficiency in IoT Ecosystems
di: Sharma, Priyavrat Dev, et al.
Pubblicazione: (2025)

A Reliable and Efficient 5G Vehicular MEC: Guaranteed Task Completion with Minimal Latency
di: Paknejad, Mahsa, et al.
Pubblicazione: (2025)

A Framework Leveraging Large Language Models for Autonomous UAV Control in Flying Networks
di: Nunes, Diana, et al.
Pubblicazione: (2025)

Adversarial Machine Learning-Enabled Anonymization of OpenWiFi Data
di: Kuili, Samhita, et al.
Pubblicazione: (2024)

Partitioned Task Offloading for Low-Latency and Reliable Task Completion in 5G MEC
di: Moshiri, Parisa Fard, et al.
Pubblicazione: (2025)

Design and Evaluation of a Multi-Agent Perception System for Autonomous Flying Networks
di: Ferreira, Diogo, et al.
Pubblicazione: (2025)

Design Insights into Partition Placement and Routing for DNN Inference in Multi-Hop Edge Networks
di: Zhang, Jinkun, et al.
Pubblicazione: (2026)

Toward Resilient 5G Networks: Comparative Analysis of Federated and Centralized Learning for RF Jamming Detection
di: Kuili, Samhita, et al.
Pubblicazione: (2026)

TEGRA: A Flexible & Scalable NextGen Mobile Core
di: Saleem, Bilal, et al.
Pubblicazione: (2025)

SUPPLY: Sustainable multi-UAV Performance-aware Placement Algorithm for Flying Networks
di: Ribeiro, Pedro, et al.
Pubblicazione: (2024)

Scalable Resource Provisioning for Multi-user Communications in Next Generation Networks
di: Neto, Augusto, et al.
Pubblicazione: (2024)

GenAI-enabled Residual Motion Estimation for Energy-Efficient Semantic Video Communication
di: Salehi, Shavbo, et al.
Pubblicazione: (2025)

Joint Resource Allocation and Trajectory Design for Resilient Multi-UAV Communication Networks
di: Ge, Linghui, et al.
Pubblicazione: (2024)

Bypassing a Reactive Jammer via NOMA-Based Transmissions in Critical Missions
di: Amini, Mohammadreza, et al.
Pubblicazione: (2024)

SkyNetPredictor: Network Performance Prediction in Avionic Communication using AI
di: Mukhtar, Hind, et al.
Pubblicazione: (2025)

Explainable Multi-Agent Reinforcement Learning for Extended Reality Codec Adaptation
di: Iturria-Rivera, Pedro Enrique, et al.
Pubblicazione: (2024)

GLo-MAPPO: Multi-Agent Deep Reinforcement Learning for Energy-Efficient UAV-Assisted LoRa Networks
di: Ahmed, Abdullahi Isa, et al.
Pubblicazione: (2025)

Multi-Agent Meta-Advisor for UAV Fleet Trajectory Design in Vehicular Networks
di: Spampinato, Leonardo, et al.
Pubblicazione: (2026)

Improving Energy Efficiency in Federated Learning Through the Optimization of Communication Resources Scheduling of Wireless IoT Networks
di: de Oliveira, Renan R., et al.
Pubblicazione: (2024)