Akrour, Riad

12 publications

ICLR 2024 Augmented Bayesian Policy Search Mahdi Kallel, Debabrota Basu, Riad Akrour, Carlo D'Eramo

MLJ 2021 Convex Optimization with an Interpolation-Based Projection and Its Application to Deep Learning Riad Akrour, Asma Atamna, Jan Peters

MLJ 2019 Compatible Natural Gradient Policy Search Joni Pajarinen, Hong Linh Thai, Riad Akrour, Jan Peters, Gerhard Neumann

ICML 2019 Projections for Approximate Policy Iteration Algorithms Riad Akrour, Joni Pajarinen, Jan Peters, Gerhard Neumann

JMLR 2018 Model-Free Trajectory-Based Policy Optimization with Monotonic Improvement Riad Akrour, Abbas Abdolmaleki, Hany Abdulsamad, Jan Peters, Gerhard Neumann

JMLR 2017 A Survey of Preference-Based Reinforcement Learning Methods Christian Wirth, Riad Akrour, Gerhard Neumann, Johannes Fürnkranz

ICML 2017 Local Bayesian Optimization of Motor Skills Riad Akrour, Dmitry Sorokin, Jan Peters, Gerhard Neumann

ECML-PKDD 2016 Anti Imitation-Based Policy Learning Michèle Sebag, Riad Akrour, Basile Mayeur, Marc Schoenauer

ICML 2016 Model-Free Trajectory Optimization for Reinforcement Learning Riad Akrour, Gerhard Neumann, Hany Abdulsamad, Abbas Abdolmaleki

ICML 2014 Programming by Feedback Marc Schoenauer, Riad Akrour, Michele Sebag, Jean-Christophe Souplet

ECML-PKDD 2012 APRIL: Active Preference Learning-Based Reinforcement Learning Riad Akrour, Marc Schoenauer, Michèle Sebag

ECML-PKDD 2011 Preference-Based Policy Learning Riad Akrour, Marc Schoenauer, Michèle Sebag