Ronan Fruit

13 papers A* 4A 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2020 J jnl
Concentration Inequalities for Multinoulli Random Variables.
CoRR
Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
2020 J jnl
Improved Analysis of UCRL2 with Empirical Bernstein Inequality.
CoRR
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
2019 A* conf
Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs.
NeurIPS
Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
2019 — —
Exploration-exploitation dilemma in Reinforcement Learning under various form of prior knowledge. (Impact des connaissances a priori sur le compromis exploration-exploitation en apprentissage par renforcement).
Ronan Fruit
2019 A* conf
Regret Bounds for Learning State Representations in Reinforcement Learning.
NeurIPS
Ronald Ortner, Matteo Pirotta, Alessandro Lazaric, Ronan Fruit, Odalric-Ambrym Maillard
2018 A* conf
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning.
ICML
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner
2018 J jnl
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning.
CoRR
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner
2018 J jnl
Exploration Bonus for Regret Minimization in Undiscounted Discrete and Continuous Markov Decision Processes.
CoRR
Jian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
2018 A* conf
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes.
NeurIPS
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
2018 J jnl
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes.
CoRR
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric
2017 A conf
Exploration-Exploitation in MDPs with Options.
AISTATS
Ronan Fruit, Alessandro Lazaric
2017 J jnl
Exploration-Exploitation in MDPs with Options.
CoRR
Ronan Fruit, Alessandro Lazaric
2017 — conf
Regret Minimization in MDPs with Options without Prior Knowledge.
NIPS
Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Emma Brunskill