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Inria research centre Lille - Nord Europe: Villeneuve-d'Ascq, FR

2022-01-01 to present | Research scientist
Employment
Source: Self-asserted source
Riad Akrour

Works (14)

Augmented Bayesian Policy Search

2024-05 | Conference paper
Contributors: Mahdi Kallel; Debabrota Basu; Riad Akrour; Carlo d'Eramo
Source: Self-asserted source
Riad Akrour via HAL

Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning

2023-04 | Report
Contributors: Hector Kohler; Riad Akrour; Philippe Preux
Source: Self-asserted source
Riad Akrour via HAL

Continuous Action Reinforcement Learning From a Mixture of Interpretable Experts

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-10-01 | Journal article
Contributors: Riad Akrour; Davide Tateo; Jan Peters
Source: check_circle
Crossref

Entropy Regularized Reinforcement Learning with Cascading Networks

2022-09-19 | Report
Contributors: Riccardo Della Vecchia; Alena Shilova; Philippe Preux; Riad Akrour
Source: Self-asserted source
Riad Akrour via HAL

Convex optimization with an interpolation-based projection and its application to deep learning

Machine Learning
2021-08 | Journal article
Contributors: Riad Akrour; Asma Atamna; Jan Peters
Source: check_circle
Crossref

Anti Imitation-Based Policy Learning

2016 | Conference paper
Contributors: Michèle Sebag; Riad Akrour; Basile Mayeur; Marc Schoenauer
Source: Self-asserted source
Riad Akrour via HAL

Direct Value Learning: Reinforcement Learning and Anti-Imitation

2015-12 | Report
Contributors: Riad Akrour; Basile Mayeur; Michèle Sebag
Source: Self-asserted source
Riad Akrour via HAL

Direct Value Learning: a Rank-Invariant Approach to Reinforcement Learning

2014-12-12 | Conference paper
Contributors: Basile Mayeur; Riad Akrour; Michèle Sebag
Source: Self-asserted source
Riad Akrour via HAL

Robust Preference Learning-based Reinforcement Learning

2014-09-30 | Dissertation or Thesis
Contributors: Riad Akrour
Source: Self-asserted source
Riad Akrour via HAL

Programming by Feedback

2014-06-21 | Conference paper
Contributors: Riad Akrour; Marc Schoenauer; Michèle Sebag; Jean-Christophe Souplet
Source: Self-asserted source
Riad Akrour via HAL

Interactive Robot Education

2013-09-23 | Conference paper
Contributors: Riad Akrour; Marc Schoenauer; Michèle Sebag
Source: Self-asserted source
Riad Akrour via HAL

APRIL: Active Preference-learning based Reinforcement Learning

2012-09-24 | Conference paper
Contributors: Riad Akrour; Marc Schoenauer; Michèle Sebag
Source: Self-asserted source
Riad Akrour via HAL

Direct Value Learning: a Preference-based Approach to Reinforcement Learning

2012-08-23 | Conference paper
Contributors: David Meunier; Yutaka Deguchi; Riad Akrour; Enoshin Suzuki; Marc Schoenauer; Michèle Sebag
Source: Self-asserted source
Riad Akrour via HAL

Preference-Based Policy Learning

2011-08-31 | Conference paper
Contributors: Riad Akrour; Marc Schoenauer; Michèle Sebag
Source: Self-asserted source
Riad Akrour via HAL

Peer review (2 reviews for 2 publications/grants)

Review activity for Data mining and knowledge discovery. (1)
Review activity for Machine learning. (1)