activity
20192024
most citedThe Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning

9 citations · 9 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.IT2024

Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT

Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce +1

We investigate the problem of supporting Industrial Internet of Things user equipment (IIoT UEs) with intent (i.e., requested quality of service (QoS)) and random traffic arrival.…

cs.IT2024

Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things

Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce +1

In this paper, we leverage a multi-agent reinforcement learning (MARL) framework to jointly learn a computation offloading decision and multichannel access policy with correspondin…