Mehdi Bennis

From Metric to Mechanism: Designing Wireless Resilience through Finite Blocklength Dynamics

Kevin Weinberger, Aydin Sezgin, Mehdi Bennis

Next-generation wireless networks must maintain reliable operation under abrupt and severe disruptions, particularly in ultra-reliable low-latency communication (URLLC) scenarios where strict time constraints dominate system design. This work addresses network resilience from a t…Read more

Communication-Aware and Safety-Aware UAV Control via Predictive Latent Models

Hamid Shiri, Mehdi Bennis

This article presents a communication-aware and risk-aware predictive latent control (CRPL) framework for unmanned aerial vehicle (UAV) systems operating under partial observability and uncertain environment dynamics. CRPL integrates a joint-embedding predictive architecture (JEP…Read more

Equivariant Multi-Agent Reinforcement Learning for Multimodal Vehicle-to-Infrastructure Systems

Charbel Bou Chaaya, Mehdi Bennis

On Learning Generalized Wireless MAC Communication Protocols via a Feasible Multi-Agent Reinforcement Learning Framework

Luciano Miuccio, Salvatore Riolo, Sumudu Samarakoon, Mehdi Bennis, Daniela Panno