Ronan Fruit

Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes

Ronan Fruit, Matteo Pirotta, Alessandro Lazaric · arXiv (Cornell University) · 2018 · 58 citations · Full text

Business, Decision Sciences, Algorithms +12

Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs

Jian Qian, Ronan Fruit, Matteo Pirotta et al. · Neural Information Processing Systems · 2019 · 22 citations

Business, Decision Sciences, Mathematics +17

Exploration--Exploitation in MDPs with Options

Ronan Fruit, Alessandro Lazaric · arXiv (Cornell University) · 2017 · 17 citations · Full text

Business, Autonomous Systems, Decision Making +14

Improved Analysis of UCRL2 with Empirical Bernstein Inequality

Ronan Fruit, Matteo Pirotta, Alessandro Lazaric · arXiv (Cornell University) · 2020 · 11 citations · Full text

Business, Computer Science, Mathematics +10

Regret Minimization in MDPs with Options without Prior Knowledge

Ronan Fruit, Matteo Pirotta, Alessandro Lazaric et al. · LillOA (Université de Lille (University Of Lille)) · 2017 · 10 citations · Full text

Business, Decision Sciences, Decision Making +16