Transfer in Reinforcement Learning via Regret Bounds for Learning Agents. - Adrienne Tuynman; Ronald Ortner (CoRR, 2022)

Finding good policies in average-reward Markov Decision Processes without prior knowledge. - Adrienne Tuynman; Rémy Degenne; Emilie Kaufmann (NeurIPS, 2024)

The Batch Complexity of Bandit Pure Exploration. - Adrienne Tuynman; Rémy Degenne (CoRR, 2025)