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Clément Dutriez

PhD Candidate in Computer Science

LRT Team — LIGM — Université Gustave Eiffel

Researching energy efficiency in B5G/6G networks applied to IoT. Passionate about AI-driven network optimization, reinforcement learning, and D2D communication. Currently serving as ATER (Teaching & Research Assistant).

Clément Dutriez
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Research

Energy efficiency in B5G/6G IoT networks using deep reinforcement learning, metaheuristics, and D2D communication strategies.

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Teaching

253+ hours of teaching across system programming, networking, system administration, and Python — from L1 to M2 level.

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Publications

Published at IEEE GLOBECOM and IEEE WCNC, focusing on improving energy lifetime in 5G mMTC networks.

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Technical Skills

Languages

Pharo (Smalltalk)C/C++PythonBash

Tools & Methods

GitOMNeT++DockerKubernetes

Libraries

PagmoPyTorchNumPyscikit-learn

Networks

5G/6GOpenAirInterfacesrsRANopen5GSNB-IoTLTE-MD2D

AI/ML

Q-LearningDQNSupervised/Unsupervised LearningMetaheuristics