Exploration in Structured Reinforcement Learning. - Jungseul Ok; Alexandre Proutière; Damianos Tranos (NeurIPS, 2018)

Regret Analysis in Deterministic Reinforcement Learning. - Damianos Tranos; Alexandre Proutière (CDC, 2021)

Self-Tuning Tube-based Model Predictive Control. - Damianos Tranos; Alessio Russo; Alexandre Proutière (ACC, 2023)

Sub-linear Regret in Adaptive Model Predictive Control. - Damianos Tranos; Alexandre Proutière (CoRR, 2023)

Reinforcement Learning and Optimal Adaptive Control for Structured Dynamical Systems. - Damianos Tranos (2023)