Publications
- Adrienne Tuynman, Ronald Ortner (2026). Quantification of transfer in reinforcement learning via regret bounds for learning agents
- Victor Boone, Adrienne Tuynman (2026). Towards Blackwell Optimality: Bellman Optimality Is All You Can Get. Accepted as Spotlight at AISTATS 2026.
- Adrienne Tuynman, Rémy Degenne (2025). The Batch Complexity of Bandit Pure Exploration. ICML 2025.
- Adrienne Tuynman, Rémy Degenne, Emilie Kaufmann (2024). Finding good policies in average-reward Markov Decision Processes without prior knowledge. NeurIPS 2024.