Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning. - Michael Castronovo; Francis Maes; Raphael Fonteneau; Damien Ernst (EWRL, 2012)

Benchmarking for Bayesian Reinforcement Learning. - Michael Castronovo; Damien Ernst; Adrien Couëtoux; Raphaël Fonteneau (CoRR, 2015)

Approximate Bayes Optimal Policy Search using Neural Networks. - Michael Castronovo; Vincent François-Lavet; Raphaël Fonteneau; Damien Ernst; Adrien Couëtoux (ICAART (2), 2017)

Offline Policy-search in Bayesian Reinforcement Learning. - Michael Castronovo (2017)