adrien-roberty
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Adrien Roberty
Research engineer at CEA-List
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Documents
Research domains
Artificial Intelligence [cs.AI]
Networking and Internet Architecture [cs.NI]
Systems and Control [cs.SY]
Skills
OPC-UA
Time-Sensitive Networking (TSN)
Publications
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Configuring the IEEE 802.1Q timeaAware shaper with deep reinforcement learningIEEE/IFIP Network Operations and Management Symposium, May 2024, Seoul, South Korea. pp.1-7, ⟨10.1109/NOMS59830.2024.10575623⟩
Conference papers
cea-04639653v1
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Enabling programmable deterministic communications in 6G6G-PDN Workshop - 6G Programmable Deterministic Networking with AI, Oct 2023, Washington, United States
Conference papers
hal-04210299v1
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ETR 2021 - École d’Été Temps Réel 2021 : Deep Q-learning pour la gestion de réseaux déterministesÉcole d’Été Temps Réel 2021, Sep 2021, Poitiers, France. pp.9
Conference papers
cea-03363679v1
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Reinforcement Learning for time-aware shaping (IEEE 802.1Qbv) in Time-Sensitive NetworksETFA 2023 - IEEE 28th International Conference on Emerging Technologies and Factory Automation, Sep 2023, Sinaia, Romania. , pp.1-4, 2023, 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA). ⟨10.1109/ETFA54631.2023.10275566⟩
Conference poster
cea-04327889v1
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Ordonnancer le trafic dans des réseaux déterministes grâce à l’apprentissage par renforcementAutre [cs.OH]. ISAE-ENSMA Ecole Nationale Supérieure de Mécanique et d'Aérotechique - Poitiers, 2024. Français. ⟨NNT : 2024ESMA0001⟩
Theses
tel-04634443v1
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