Tutte le verità sono facili da capire una volta che sono state rivelate. Il difficile è scoprile. (All truths are easy to understand once they are discovered. The point is to discover them.)
Galileo Galilei, 1564-1642

Conference Papers

  • Ronan Fruit, Matteo Pirotta, Alessandro Lazaric:
    Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes.
    NIPS 2018, Montreal, Canada. [PDF, Poster, Presentation]
  • Ronan Fruit, Matteo Pirotta, Alessandro Lazaric,Ronald Ortner:
    Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning.
    ICML 2018, Stockholm, Sweden. [PDF, Poster, Presentation (1:03:00)]
  • Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Emma Brunskill:
    Regret Minimization in MDPs with Options without Prior Knowledge.
    NIPS 2017, Long Beach, California, USA. [PDF, Poster, Presentation]
  • Ronan Fruit, Alessandro Lazaric:
    Exploration–Exploitation in MDPs with Options.
    AISTATS 2017, Fort Lauderdale, Florida, USA. [PDF, Poster]

Workshop Papers