2 papers
cs.NI2026
Cooperative Deep Reinforcement Learning for Fair RIS Allocation
Martin Mark Zan, Stefan Schwarz
The deployment of reconfigurable intelligent surfaces (RISs) introduces new challenges for resource allocation in multi-cell wireless networks, particularly when user loads are une…
cs.NI2026
Auction-Based RIS Allocation With DRL: Controlling the Cost-Performance Trade-Off
Martin Mark Zan, Stefan Schwarz
We study the allocation of reconfigurable intelligent surfaces (RISs) in a multi-cell wireless network, where base stations compete for control of shared RIS units deployed at the…