RL meets Multi-Link Operation in IEEE 802.11 be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation

PE Iturria-Rivera, M Chenier… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
IEEE 802.11 be-Extremely High Throughput-, commercially known as Wireless-Fidelity (Wi-
Fi) 7 is the newest IEEE 802.11 amendment that comes to address the increasingly …

RL meets Multi-Link Operation in IEEE 802.11 be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation

PEI Rivera, M Chenier, B Herscovici, B Kantarci… - arXiv preprint arXiv …, 2023 - arxiv.org
IEEE 802.11 be-Extremely High Throughput-, commercially known as Wireless-Fidelity (Wi-
Fi) 7 is the newest IEEE 802.11 amendment that comes to address the increasingly …

Intelligent Load Balancing and Resource Allocation in O-RAN: A Multi-Agent Multi-Armed Bandit Approach

CH Lai, LH Shen, KT Feng - 2023 IEEE 34th Annual …, 2023 - ieeexplore.ieee.org
The open radio access network (O-RAN) architecture offers a cost-effective and scalable
solution for internet service providers to optimize their networks using machine learning …

Fine-Grained Load Balancing with Multi-Agent Reinforcement Learning for Self-Organizing Networks

S Han, E Lee, S Pack - 2023 IEEE Globecom Workshops (GC …, 2023 - ieeexplore.ieee.org
Reinforcement learning (RL) has gained attention as a practical alternative to traditional
approaches for mobility load balancing (MLB) in self-organizing networks (SON). However …

Data-Driven Self-Management of Cellular Radio Access Networks.

C Gijón-Martín - 2023 - riuma.uma.es
Data-Driven Self-Management of Cellular Radio Access Networks Page 1 Universidad de
Málaga Escuela Técnica Superior de Ingenierıa de Telecomunicación Programa de …