Riad Akrour
Riad Akrour
IAS - TU Darmstadt
Verified email at robot-learning.de - Homepage
Title
Cited by
Cited by
Year
April: Active preference learning-based reinforcement learning
R Akrour, M Schoenauer, M Sebag
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012
872012
Preference-based policy learning
R Akrour, M Schoenauer, M Sebag
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
872011
A survey of preference-based reinforcement learning methods
C Wirth, R Akrour, G Neumann, J Fürnkranz
The Journal of Machine Learning Research 18 (1), 4945-4990, 2017
772017
Programming by feedback
R Akrour, M Schoenauer, M Sebag, JC Souplet
International Conference on Machine Learning 32, 1503-1511, 2014
422014
Model-free trajectory optimization for reinforcement learning
R Akrour, G Neumann, H Abdulsamad, A Abdolmaleki
International Conference on Machine Learning, 2961-2970, 2016
282016
Interactive robot education
R Akrour, M Schoenauer, M Sebag
152013
Sample and feedback efficient hierarchical reinforcement learning from human preferences
R Pinsler, R Akrour, T Osa, J Peters, G Neumann
2018 IEEE International Conference on Robotics and Automation (ICRA), 596-601, 2018
122018
Local Bayesian optimization of motor skills
R Akrour, D Sorokin, J Peters, G Neumann
102017
Model-free trajectory-based policy optimization with monotonic improvement
R Akrour, A Abdolmaleki, H Abdulsamad, J Peters, G Neumann
The Journal of Machine Learning Research 19 (1), 565-589, 2018
92018
Regularizing reinforcement learning with state abstraction
R Akrour, F Veiga, J Peters, G Neumann
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
82018
Compatible natural gradient policy search
J Pajarinen, HL Thai, R Akrour, J Peters, G Neumann
Machine Learning 108 (8-9), 1443-1466, 2019
72019
Layered direct policy search for learning hierarchical skills
F End, R Akrour, J Peters, G Neumann
2017 IEEE International Conference on Robotics and Automation (ICRA), 6442-6448, 2017
52017
Empowered skills
A Gabriel, R Akrour, J Peters, G Neumann
2017 IEEE International Conference on Robotics and Automation (ICRA), 6435-6441, 2017
42017
„Preference-based Reinforcement Learning “
R Akrour, M Schoenauer, M Sebag
Choice Models and Preference Learning Workshop at NIPS 11, 2011
42011
Projections for approximate policy iteration algorithms
R Akrour, J Pajarinen, J Peters, G Neumann
International Conference on Machine Learning, 181-190, 2019
32019
Direct value learning: a rank-invariant approach to reinforcement learning
B Mayeur, R Akrour, M Sebag
22014
Direct value learning: A preference-based approach to reinforcement learning
D Meunier, Y Deguchi, R Akrour, E Suzuki, M Schoenauer, M Sebag
22012
Anti imitation-based policy learning
M Sebag, R Akrour, B Mayeur, M Schoenauer
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
12016
Long-Term Visitation Value for Deep Exploration in Sparse Reward Reinforcement Learning
S Parisi, D Tateo, M Hensel, C D'Eramo, J Peters, J Pajarinen, S Tosatto, ...
Conference/Book Title Submitted to the Journal of Machine Learning Research …, 0
1
Towards Reinforcement Learning of Human Readable Policies
R Akrour, D Tateo, J Peters
1
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Articles 1–20