Ronan Fruit - researchr alias

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Viewing Publication 1 - 7 from 7

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. PhD thesis, Lille University of Science and Technology, France, 2019. [doi]

Regret Bounds for Learning State Representations in Reinforcement LearningRonald Ortner, Matteo Pirotta, Alessandro Lazaric, Ronan Fruit, Odalric-Ambrym Maillard. nips 2019: 12717-12727 [doi]

Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPsJian Qian, Ronan Fruit, Matteo Pirotta, Alessandro Lazaric. nips 2019: 4891-4900 [doi]

2018

Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision ProcessesRonan Fruit, Matteo Pirotta, Alessandro Lazaric. nips 2018: 2998-3008 [doi]

Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement LearningRonan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner. icml 2018: 1573-1581 [doi]

2017

Exploration-Exploitation in MDPs with OptionsRonan Fruit, Alessandro Lazaric. aistats 2017: 576-584 [doi]

Regret Minimization in MDPs with Options without Prior KnowledgeRonan Fruit, Matteo Pirotta, Alessandro Lazaric, Emma Brunskill. nips 2017: 3169-3179 [doi]

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