Buchumschlag

Improved Q-learning based Multi-hop Routing for UAV-Assisted Communication

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Sharvari, N P, Das, Dibakar, Bapat, Jyotsna, Das, Debabrata
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Networking and Internet Architecture Machine Learning
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Digital Twin Assisted Proactive Management in Zero Touch Networks
von: K, Tamizhelakkiya, et al.
Veröffentlicht: (2025)

Novel Closed Loop Control Mechanism for Zero Touch Networks using BiLSTM and Q-Learning
von: K, Tamizhelakkiya, et al.
Veröffentlicht: (2025)

A Novel Integrated Architecture for Intent Based Approach and Zero Touch Networks
von: Gupta, Neelam, et al.
Veröffentlicht: (2025)

Connecting the Unconnected -- Sentiment Analysis of Field Survey of Internet Connectivity in Emerging Economies
von: Das, Dibakar, et al.
Veröffentlicht: (2025)

Learning State-Augmented Policies for Information Routing in Communication Networks
von: Das, Sourajit, et al.
Veröffentlicht: (2023)

UAV-Assisted Resilience in 6G and Beyond Network Energy Saving: A Multi-Agent DRL Approach
von: Dinh, Dao Lan Vy, et al.
Veröffentlicht: (2025)

Optimizing Energy and Data Collection in UAV-aided IoT Networks using Attention-based Multi-Objective Reinforcement Learning
von: Toure, Babacar, et al.
Veröffentlicht: (2026)

A Multi-Agent, Policy-Gradient approach to Network Routing
von: Tao, Nigel, et al.
Veröffentlicht: (2025)

Multi-hop Differential Topology based Algorithms for Resilient Network of UAV Swarm
von: Lin, Huan, et al.
Veröffentlicht: (2024)

Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks
von: Roth, Manuel M. H., et al.
Veröffentlicht: (2024)

Distributed Self-allocated Time Slot Reuse: Multi-hop Communication in Rigid UAV Formations
von: Samandari, Amelia, et al.
Veröffentlicht: (2025)

Energy-Efficient UAV-assisted LoRa Gateways: A Multi-Agent Optimization Approach
von: Ahmed, Abdullahi Isa, et al.
Veröffentlicht: (2025)

Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment
von: Fan, Enguang, et al.
Veröffentlicht: (2026)

Towards Near-Real-Time Telemetry-Aware Routing with Neural Routing Algorithms
von: Boltres, Andreas, et al.
Veröffentlicht: (2026)

Predictive Covert Communication Against Multi-UAV Surveillance Using Graph Koopman Autoencoder
von: Krishnan, Sivaram, et al.
Veröffentlicht: (2024)

IRS-Assisted Lossy Communications Under Correlated Rayleigh Fading: Outage Probability Analysis and Optimization
von: Li, Guanchang, et al.
Veröffentlicht: (2024)

Learning with Dynamics: Autonomous Regulation of UAV Based Communication Networks with Dynamic UAV Crew
von: Zhang, Ran, et al.
Veröffentlicht: (2024)

Joint Routing and Model Pruning for Decentralized Federated Learning in Bandwidth-Constrained Multi-Hop Wireless Networks
von: He, Xiaoyu, et al.
Veröffentlicht: (2026)

Routing for Large ML Models
von: Cohen, Ofir, et al.
Veröffentlicht: (2025)

Context-Aware Hybrid Routing in Bluetooth Mesh Networks Using Multi-Model Machine Learning and AODV Fallback
von: Islam, Md Sajid, et al.
Veröffentlicht: (2025)

Resource-Efficient Seamless Transitions For High-Performance Multi-hop UAV Multicasting
von: Tu, Wanqing
Veröffentlicht: (2025)

Securing SIM-Assisted Wireless Networks via Quantum Reinforcement Learning
von: Hoang, Le-Hung, et al.
Veröffentlicht: (2026)

Machine learning-based decentralized TDMA for VLC IoT networks
von: Makvandi, Armin, et al.
Veröffentlicht: (2023)

CNN+Transformer Based Anomaly Traffic Detection in UAV Networks for Emergency Rescue
von: Han, Yulu, et al.
Veröffentlicht: (2025)

Ant Backpressure Routing for Wireless Multi-hop Networks with Mixed Traffic Patterns
von: Erfaniantaghvayi, Negar, et al.
Veröffentlicht: (2024)

SEArch: Optimistic Policy Selection Between Scene Noise and Drift for UAV Radar Search
von: Khial, Noor, et al.
Veröffentlicht: (2026)

Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach
von: Wumian, Wang, et al.
Veröffentlicht: (2024)

Reinforcement Learning for Opportunistic Routing in Software-Defined LEO-Terrestrial Systems
von: Krishnan, Sivaram, et al.
Veröffentlicht: (2026)

Knowledge-Guided Machine Learning for Stabilizing Near-Shortest Path Routing
von: Chen, Yung-Fu, et al.
Veröffentlicht: (2025)

UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms
von: Arani, Atefeh H., et al.
Veröffentlicht: (2022)

A Novel Reinforcement Learning Routing Algorithm for Congestion Control in Complex Networks
von: Yajadda, Seyed Hassan, et al.
Veröffentlicht: (2023)

Prioritizing Latency with Profit: A DRL-Based Admission Control for 5G Network Slices
von: Chakraborty, Proggya, et al.
Veröffentlicht: (2025)

Q-Learning-Based Time-Critical Data Aggregation Scheduling in IoT
von: Vo, Van-Vi, et al.
Veröffentlicht: (2025)

Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics
von: Boltres, Andreas, et al.
Veröffentlicht: (2024)

Temporal Hyperbolic Graph Representation Learning for Scale-Free Internet Routing and Delay Prediction
von: Kuo, Yi-Ling, et al.
Veröffentlicht: (2026)

Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach
von: Yuan, Xinyu, et al.
Veröffentlicht: (2024)

Learning to Optimize Joint Source and RIS-assisted Channel Encoding for Multi-User Semantic Communication Systems
von: Wang, Haidong, et al.
Veröffentlicht: (2026)

Joint Beamforming and Trajectory Optimization for Multi-UAV-Assisted Integrated Sensing and Communication Systems
von: Tun, Yan Kyaw, et al.
Veröffentlicht: (2025)

Bridging Local and Global Knowledge: Cascaded Mixture-of-Experts Learning for Near-Shortest Path Routing
von: Chen, Yung-Fu, et al.
Veröffentlicht: (2026)

Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks
von: Wang, Xiucheng, et al.
Veröffentlicht: (2025)