2 papers
cs.AI2026
FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systems
Frederico Metelo, Alexandre Oliveira, Stevo RackoviÄ +2
Edge computing addresses the growing data demands of connected-device networks by placing computational resources closer to end users through decentralized infrastructures. This de…
cs.LG2024
PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning
Frederico Metelo, Stevo RackoviÄ, Pedro Ãkos Costa +1
Task offloading, crucial for balancing computational loads across devices in networks such as the Internet of Things, poses significant optimization challenges, including minimizin…