Fruit, Ronan

6 publications

NeurIPS 2019 Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric

NeurIPS 2019 Regret Bounds for Learning State Representations in Reinforcement Learning Ronald Ortner, Matteo Pirotta, Alessandro Lazaric, Ronan Fruit, Odalric-Ambrym Maillard

ICML 2018 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner

NeurIPS 2018 Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes Ronan Fruit, Matteo Pirotta, Alessandro Lazaric

AISTATS 2017 Exploration-Exploitation in MDPs with Options Ronan Fruit, Alessandro Lazaric

NeurIPS 2017 Regret Minimization in MDPs with Options Without Prior Knowledge Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Emma Brunskill