3 papers
cs.NI2026
Towards Secure and Interoperable Data Spaces for 6G: The 6G-DALI Approach
Dimitrios Amaxilatis, Themistoklis Sarantakos, Nikolaos Tsironis +2
The next generation of mobile networks, 6G, is expected to enable data-driven services at unprecedented scale and complexity, with stringent requirements for trust, interoperabilit…
eess.SP2025
Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas +1
This research introduces an advanced Explainable Artificial Intelligence (XAI) framework designed to elucidate the decision-making processes of Deep Reinforcement Learning (DRL) ag…
cs.NI2024
Energy-Efficient Intra-Domain Network Slicing for Multi-Layer Orchestration in Intelligent-Driven Distributed 6G Networks: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning
Navideh Ghafouri, John S. Vardakas, Kostas Ramantas +1
Since the 6th Generation (6G) of wireless networks is expected to provide a new level of network services and meet the emerging expectations of the future, it will be a complex and…