Search Results for author: Mohammed S. Elbamby

Found 3 papers, 0 papers with code

Intent Profiling and Translation Through Emergent Communication

no code implementations5 Feb 2024 Salwa Mostafa, Mohammed S. Elbamby, Mohamed K. Abdel-Aziz, Mehdi Bennis

Instead, a framework based on emergent communication is proposed for intent profiling, in which applications express their abstract quality-of-experience (QoE) intents to the network through emergent communication messages.

Self-Learning Translation

Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction

no code implementations20 Jun 2023 Mohamed K. AbdelAziz, Mohammed S. Elbamby, Sumudu Samarakoon, Mehdi Bennis

Learning a navigation policy along with a communication protocol in a MARL environment is highly complex due to the huge state space to be explored.

Multi-agent Reinforcement Learning

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