Copertina

Interpretable Attention-Based Multi-Agent PPO for Latency Spike Resolution in 6G RAN Slicing

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Fatehi, Kavan, Ghourtani, Mostafa Rahmani, Sonee, Amir, Yadav, Poonam, Russo, Alessandra M, Ahmadi, Hamed, Calinescu, Radu
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Systems and Control Artificial Intelligence Signal Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Digital Twin-Assisted Resilient Planning for mmWave IAB Networks via Graph Attention Networks
di: Zhang, Jie, et al.
Pubblicazione: (2025)

HAPS-RIS and UAV Integrated Networks: A Unified Joint Multi-objective Framework
di: Azizi, Arman, et al.
Pubblicazione: (2026)

Conformal Safety Shielding for Imperfect-Perception Agents
di: Scarbro, William, et al.
Pubblicazione: (2025)

Failure-Aware Access Point Selection for Resilient Cell-Free Massive MIMO Networks
di: Ghourtani, Mostafa Rahmani, et al.
Pubblicazione: (2026)

Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN
di: Ahmadi, Hamed, et al.
Pubblicazione: (2025)

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network
di: Chu, Yi, et al.
Pubblicazione: (2025)

Enhancing Open RAN Digital Twin Through Power Consumption Measurement
di: Al-Tahmeesschi, Ahmed, et al.
Pubblicazione: (2025)

Exploring O-RAN Compression Techniques in Decentralized Distributed MIMO Systems: Reducing Fronthaul Load
di: Rahmani, Mostafa, et al.
Pubblicazione: (2025)

Towards Resilient 6G O-RAN: An Energy-Efficient URLLC Resource Allocation Framework
di: Sohaib, Rana M., et al.
Pubblicazione: (2024)

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

Safety Controller Synthesis for Collaborative Robots
di: Gleirscher, Mario, et al.
Pubblicazione: (2020)

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

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

Energy Saving in 6G O-RAN Using DQN-based xApp
di: Wang, Qiao, et al.
Pubblicazione: (2024)

LatencyScope: A System-Level Mathematical Framework for 5G RAN Latency
di: Maghsoudnia, Arman, et al.
Pubblicazione: (2025)

Rapidly Deployable Intelligent 5G Aerial Neutral Host Networks: an O-RAN-Based Approach
di: Chu, Yi, et al.
Pubblicazione: (2024)

LearnAD: Learning Interpretable Rules for Brain Networks in Alzheimer's Disease Classification
di: Andrews, Thomas, et al.
Pubblicazione: (2025)

Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction
di: Bethell, Daniel, et al.
Pubblicazione: (2023)

Towards Deductive Verification of Control Algorithms for Autonomous Marine Vehicles
di: Foster, Simon, et al.
Pubblicazione: (2020)

Maintaining driver attentiveness in shared-control autonomous driving
di: Calinescu, Radu, et al.
Pubblicazione: (2021)

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

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

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

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

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

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

Social, Legal, Ethical, Empathetic and Cultural Norm Operationalisation for AI Agents
di: Calinescu, Radu, et al.
Pubblicazione: (2026)

Green O-RAN Operation: a Modern ML-Driven Network Energy Consumption Optimisation
di: Liang, Xuanyu, et al.
Pubblicazione: (2025)

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

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

Tool for Supporting Debugging and Understanding of Normative Requirements Using LLMs
di: Kleijwegt, Alex, et al.
Pubblicazione: (2025)

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

PPO-EPO: Energy and Performance Optimization for O-RAN Using Reinforcement Learning
di: Ntassah, Rawlings, et al.
Pubblicazione: (2025)

Evaluation of Security-Induced Latency on 5G RAN Interfaces and User Plane Communication
di: Michaelides, Sotiris, et al.
Pubblicazione: (2026)

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

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

Towards Achieving Energy Efficiency and Service Availability in O-RAN via Formal Verification
di: Metere, Roberto, et al.
Pubblicazione: (2024)

Enhancing Energy Efficiency in O-RAN Through Intelligent xApps Deployment
di: Liang, Xuanyu, et al.
Pubblicazione: (2024)

Learning to Navigate Under Imperfect Perception: Conformalised Segmentation for Safe Reinforcement Learning
di: Bethell, Daniel, et al.
Pubblicazione: (2025)

Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding
di: Bethell, Daniel, et al.
Pubblicazione: (2024)