Cover Image

Deep Reinforcement Learning-Based RAN Slicing with Efficient Inter-Slice Isolation in Tactical Wireless Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Filali, Abderrahime, Naboulsi, Diala, Kaddoum, Georges
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

LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models
by: Liu, Boyi, et al.
Published: (2024)

Open RAN Slicing with Quantum Optimization
by: Keyela, Patatchona, et al.
Published: (2025)

Learn to Slice, Slice to Learn: Unveiling Online Optimization and Reinforcement Learning for Slicing AI Services
by: Abo-eleneen, Amr, et al.
Published: (2024)

SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning
by: Nagib, Ahmad M., et al.
Published: (2025)

Deep Reinforcement Learning for Backhaul Link Selection for Network Slices in IAB Networks
by: Morgado, António J., et al.
Published: (2025)

Contract-based Agentic Intent Framework for Network Slicing in O-RAN
by: Bimo, Fransiscus Asisi, et al.
Published: (2026)

Slice Agent: Identifying and Isolating Slices in Shared Open Radio Unit
by: Arnholda, Felipe, et al.
Published: (2026)

Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing
by: Roy, Swastika, et al.
Published: (2023)

5G RAN Slicing with Load Balanced Handovers
by: Chen, Yongzhou, et al.
Published: (2025)

ORANSlice: An Open-Source 5G Network Slicing Platform for O-RAN
by: Cheng, Hai, et al.
Published: (2024)

Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing
by: Rezazadeh, Farhad, et al.
Published: (2023)

QoS Assurance Mechanism for 5G Network Slicing Based on the Deep Reinforcement Learning PPO Algorithm
by: Li, Qingyang
Published: (2026)

DORA: Dynamic O-RAN Resource Allocation for Multi-Slice 5G Networks
by: Dorcheh, Alireza Ebrahimi, et al.
Published: (2025)

DRL-based Latency-Aware Network Slicing in O-RAN with Time-Varying SLAs
by: Raftopoulos, Raoul, et al.
Published: (2024)

Intent-based Radio Scheduler for RAN Slicing: Learning to deal with different network scenarios
by: Nahum, Cleverson, et al.
Published: (2025)

HyRA: A Hybrid Resource Allocation Framework for RAN Slicing
by: Zangooei, Mohammad, et al.
Published: (2026)

InSlicing: Interpretable Learning-Assisted Network Slice Configuration in Open Radio Access Networks
by: Zhao, Ming, et al.
Published: (2025)

Optimal Slicing and Scheduling with Service Guarantees in Multi-Hop Wireless Networks
by: Jones, Nicholas, et al.
Published: (2024)

SlicePilot: Demystifying Network Slice Placement in Heterogeneous Cloud Infrastructures
by: Panitsas, Ioannis, et al.
Published: (2025)

SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems
by: Puligheddu, Corrado, et al.
Published: (2022)

5Guard: Isolation-aware End-to-End Slicing of 5G Networks
by: Bolourian, Mehdi, et al.
Published: (2025)

Hierarchical Placement Learning for Network Slice Provisioning
by: Ajayi, Jesutofunmi, et al.
Published: (2025)

Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing
by: Delavari, Elahe, et al.
Published: (2026)

SLA Decomposition for Network Slicing: A Deep Neural Network Approach
by: Hsu, Cyril Shih-Huan, et al.
Published: (2024)

Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning
by: Lotfi, Fatemeh, et al.
Published: (2024)

Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing
by: Roy, Swastika, et al.
Published: (2023)

AdaSlicing: Adaptive Online Network Slicing under Continual Network Dynamics in Open Radio Access Networks
by: Zhao, Ming, et al.
Published: (2025)

Performance Analysis of 5G RAN Slicing Deployment Options in Industry 4.0 Factories
by: Adamuz-Hinojosa, Oscar, et al.
Published: (2026)

Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services
by: Helmy, Menna, et al.
Published: (2024)

Cross-Slice Co-Location Risk-Aware SFC Provisioning in Multi-Slice LEO Satellite Networks
by: Mahyoub, Mohammed, et al.
Published: (2026)

Hierarchical Decision Mamba Meets Agentic AI: A Novel Approach for RAN Slicing in 6G
by: Habib, Md Arafat, et al.
Published: (2025)

Adversarial Attacks in AI-Driven RAN Slicing: SLA Violations and Recovery
by: Tashman, Deemah H., et al.
Published: (2026)

Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network
by: Zheng, Chong, et al.
Published: (2024)

Dynamic SLA-aware Network Slice Monitoring
by: Saha, Niloy, et al.
Published: (2025)

Network Slicing: Market Mechanism and Competitive Equilibria
by: Promponas, Panagiotis, et al.
Published: (2023)

Adaptive RAN Slicing Control via Reward-Free Self-Finetuning Agents
by: Li, Yuanhao, et al.
Published: (2026)

Reinforcement Learning-based Relay Selection for Cooperative WSNs in the Presence of Bursty Impulsive Noise
by: Barka, Hazem, et al.
Published: (2024)

Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing
by: Salehi, Shavbo, et al.
Published: (2024)

A Comprehensive Tutorial and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, Use Cases, and Challenges
by: Alam, Khurshid, et al.
Published: (2024)

Pair-Bid Auction Model for Optimized Network Slicing in 5G RAN
by: Li, Mengyao, et al.
Published: (2025)