Reinforcement Learning for Time-Aware Shaping (IEEE 802.1Qbv) in Time-Sensitive Networks. - Adrien Roberty; Siwar Ben Hadj Said; Frédéric Ridouard; Henri Bauer; Annie Geniet (ETFA, 2023)

Enabling Programmable Deterministic Communications in 6G. - Minh-Thuyen Thi; Siwar Ben Hadj Said; Adrien Roberty; Fadlallah Chbib; Rida Khatoun; Leonardo Linguaglossa (MobiHoc, 2023)

Configuring the IEEE 802.1Q Time-Aware Shaper with Deep Reinforcement Learning. - Adrien Roberty; Quentin Besnard; Siwar Ben Hadj Said; Frédéric Ridouard; Henri Bauer; Annie Geniet (NOMS, 2024)

Ordonnancer le trafic dans des réseaux déterministes grâce à l'apprentissage par renforcement. (Scheduling the Traffic in Deterministic Networks through Reinforcement Learning). - Adrien Roberty (2024)