Fruit, Ronan

1. Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning
   2018/02/12 by Ronan Fruit, Matteo Pirotta, Fruit, Ronan +5 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
2. Exploration--Exploitation in MDPs with Options
   2017/03/25 by Ronan Fruit, Fruit, Ronan, Alessandro Lazaric +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Improved Analysis of UCRL2 with Empirical Bernstein Inequality
   2020/07/10 by Ronan Fruit, Fruit, Ronan, Matteo Pirotta +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
4. Concentration Inequalities for Multinoulli Random Variables
   2020/01/30 by Jian Qian, Ronan Fruit, Qian, Jian +5 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability and Risk Models #advanced mathematical theories