Ronan Fruit

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 12

Top Venues

CoRR

NeurIPS

AISTATS

NIPS

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
Concentration Inequalities for Multinoulli Random Variables. CoRR (2020)
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
Improved Analysis of UCRL2 with Empirical Bernstein Inequality. CoRR (2020)
Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs. NeurIPS (2019)
Ronald Ortner, Matteo Pirotta, Alessandro Lazaric, Ronan Fruit, Odalric-Ambrym Maillard
Regret Bounds for Learning State Representations in Reinforcement Learning. NeurIPS (2019)
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes. NeurIPS (2018)
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning. CoRR (2018)
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes. CoRR (2018)
Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
Exploration Bonus for Regret Minimization in Undiscounted Discrete and Continuous Markov Decision Processes. CoRR (2018)
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning. ICML (2018)
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Emma Brunskill
Regret Minimization in MDPs with Options without Prior Knowledge. NIPS (2017)
Ronan Fruit, Alessandro Lazaric
Exploration-Exploitation in MDPs with Options. CoRR (2017)
Ronan Fruit, Alessandro Lazaric
Exploration-Exploitation in MDPs with Options. AISTATS (2017)

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Publication Activity (10 Years)

Top Topics

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Ronan Fruit