Pajarinen, Joni ; Thai, Hong Linh ; Akrour, Riad ; Peters, Jan ; Neumann, Gerhard (2022)
Compatible natural gradient policy search.
In: Machine Learning, 108 (8-9)
doi: 10.1007/s10994-019-05807-0
Article, Bibliographie

Akrour, Riad ; Pajarinen, Joni ; Peters, Jan ; Neumann, Gerhard (2022)
Projections for Approximate Policy Iteration Algorithms.
36th International Conference on Machine Learning. Long Beach, California, USA (09.-15.06.2019)
Conference or Workshop Item, Bibliographie

Akrour, Riad ; Atamna, Asma ; Peters, Jan (2021)
Convex optimization with an interpolation-based projection and its application to deep learning.
In: Machine Learning, 110 (8)
doi: 10.1007/s10994-021-06037-z
Article, Bibliographie

Veiga, Filipe ; Akrour, Riad ; Peters, Jan (2020)
Hierarchical Tactile-Based Control Decomposition of Dexterous In-Hand Manipulation Tasks.
In: Frontiers in Robotics and AI, 7
doi: 10.3389/frobt.2020.521448
Article, Bibliographie

Tosatto, Samuele ; Akrour, Riad ; Peters, Jan (2020)
An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions.
In: Stats, 4 (1)
doi: 10.3390/stats4010001
Article, Bibliographie

Brandherm, Florian ; Peters, Jan ; Neumann, Gerhard ; Akrour, Riad (2019)
Learning Replanning Policies with Direct Policy Search.
In: IEEE Robotics and Automation Letters, 4 (2)
doi: 10.1109/LRA.2019.2901656
Article, Bibliographie

Pinsler, Robert ; Akrour, Riad ; Osa, Takayuki ; Peters, Jan ; Neumann, Gerhard (2018)
Sample and Feedback Efficient Hierarchical Reinforcement Learning from Human Preferences.
Brisbane, QLD, Australia (21.05.2018-25.05.2018)
doi: 10.1109/ICRA.2018.8460907
Conference or Workshop Item, Bibliographie