Los problemas de scheduling están presentes en varios dominios y requieren una
asignación eficiente de recursos y coordinación de tareas para optimizar el rendimiento y …

Dynamic radio resource management (RRM) in wireless networks presents significant
challenges, particularly in the context of Radio Access Network (RAN) slicing. This …

Scheduling problems are ubiquitous in various domains, requiring efficient allocation of
resources and coordination of tasks to optimize performance and meet desired objectives …

This paper addresses a link scheduling problem in networks represented by conflict graphs
using a distributed learning approach. Each agent in a network controls a single link and …

This paper proposes a fully scalable multi-agent reinforcement learning (MARL) approach
for packet scheduling in conflict graphs, aiming to minimizing average packet delays. Each …

Abstract The Internet of Things and the next-generation networks have led to the generation,
dissemination, and transformation of a huge amount of real-time information. The …