Dec 12, 2023 · This paper proposes a novel multi-agent deep reinforcement learning (MADRL) communication framework called standalone explainable protocol (STEP)

Jun 30, 2024 · Abstract—An adaptive standardized protocol is essential for addressing inter-slice resource contention and conflict in network slicing.

Jun 18, 2024 · An adaptive standardized protocol is essential for addressing inter-slice resource contention and conflict in network slicing.

Jul 1, 2024 · An adaptive standardized protocol is essential for addressing inter-slice resource contention and conflict in network slicing.

Dec 15, 2023 · We're thrilled to share the preprint of our latest research in the realm of Applied AI and 6G network slicing. This work delves into ...

Dec 14, 2023 · An adaptive standardized protocol is essential for addressing inter-slice resource contention and conflict in network slicing.

This work designs a hierarchical architecture to manage network slices resources in a federated manner and proposes a set of traffic-aware local decision ...

Jul 2, 2024 · Exciting News! I am delighted to announce that our paper entitled "Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing"

3 Excerpts. Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing ... The primary contribution of this paper is the explanation of the 6G ...

Jul 21, 2024 · Adaptive resource management in 6G systems, utilizing DRL-based customized sub-slicing, enhances network slicing efficiency by dynamically ...