1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.NI2022
Using Transition Learning to Enhance Mobile-Controlled Handoff In Decentralized Future Networks
Steven Platt, Berkay Demirel, Miquel Oliver
Traditionally, resource management and capacity allocation has been controlled network-side in cellular deployment. As autonomicity has been added to network design, machine learni…
cs.LG2019★ 1 cited
Speeding up reinforcement learning by combining attention and agency features
Berkay Demirel, Martí Sánchez-Fibla
When playing video-games we immediately detect which entity we control and we center the attention towards it to focus the learning and reduce its dimensionality. Reinforcement Lea…