Jonas Degrave
Jonas Degrave
Research Scientist, Deepmind
Verified email at google.com - Homepage
TitleCited byYear
Lasagne: first release
S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ...
Zenodo: Geneva, Switzerland 3, 2015
272*2015
Learning by playing-solving sparse reward tasks from scratch
M Riedmiller, R Hafner, T Lampe, M Neunert, J Degrave, T Van de Wiele, ...
arXiv preprint arXiv:1802.10567, 2018
682018
A differentiable physics engine for deep learning in robotics
J Degrave, M Hermans, J Dambre
Frontiers in neurorobotics 13, 2019
192019
Classifying plankton with deep neural networks, 2015
S Dieleman, A van den Oord, I Korshunova, J Burms, J Degrave, L Pigou, ...
URL http://benanne. github. io/2015/03/17/plankton. html, 2015
19*2015
Towards improved design and evaluation of epileptic seizure predictors
I Korshunova, PJ Kindermans, J Degrave, T Verhoeven, BH Brinkmann, ...
IEEE Transactions on Biomedical Engineering 65 (3), 502-510, 2017
142017
Transfer learning of gaits on a quadrupedal robot
J Degrave, M Burm, PJ Kindermans, J Dambre, F Wyffels
Adaptive Behavior 23 (2), 69-82, 2015
142015
Morphological properties of mass–spring networks for optimal locomotion learning
G Urbain, J Degrave, B Carette, J Dambre, F Wyffels
Frontiers in neurorobotics 11, 16, 2017
122017
Developing an embodied gait on a compliant quadrupedal robot
J Degrave, K Caluwaerts, J Dambre, F Wyffels
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015
112015
Terrain classification for a quadruped robot
J Degrave, R Van Cauwenbergh, F Wyffels, T Waegeman, B Schrauwen
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
112013
Oncilla robot: a versatile open-source quadruped research robot with compliant pantograph legs
A Spröwitz, A Tuleu, M Ajallooeian, M Vespignani, R Moeckel, P Eckert, ...
arXiv preprint arXiv:1803.06259, 2018
82018
BRUNO: A deep recurrent model for exchangeable data
I Korshunova, J Degrave, F Huszár, Y Gal, A Gretton, J Dambre
Advances in Neural Information Processing Systems, 7190-7198, 2018
8*2018
Self-supervised learning of image embedding for continuous control
C Florensa, J Degrave, N Heess, JT Springenberg, M Riedmiller
arXiv preprint arXiv:1901.00943, 2019
62019
Drelus: Dual rectified linear units
F Godin, J Degrave, W De Neve
Neural Networks (submitted), 2017
6*2017
Relative entropy regularized policy iteration
A Abdolmaleki, JT Springenberg, J Degrave, S Bohez, Y Tassa, D Belov, ...
arXiv preprint arXiv:1812.02256, 2018
52018
PLXTRM: Prediction-Led eXtended-guitar Tool for Real-time Music applications and live performance
T Vets, J Degrave, L Nijs, F Bressan, M Leman
Journal of New Music Research 46 (2), 187-200, 2017
52017
Comparing trotting and turning strategies on the quadrupedal oncilla robot
J Degrave, M Burm, T Waegeman, F Wyffels, B Schrauwen
2013 IEEE International Conference on Robotics and Biomimetics (ROBIO), 228-233, 2013
52013
Quadruped robots benefit from compliant leg designs
B Willems, J Degrave, J Dambre
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
32017
Spatial chirp-z transformer networks
J Degrave, S Dieleman, J Dambre
European Symposium on Artificial Neural Networks, 2016
32016
Towards dynamically running quadruped robots: performance, scaling, and comparison
A Sproewitz, A Tuleu, M D'Haene, R Möckel, J Degrave, M Vespignani, ...
Adaptive Motion of Animals and Machines, 133-135, 2013
22013
Resolving multi-proxy transitive vote delegation
J Degrave
arXiv preprint arXiv:1412.4039, 2014
12014
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Articles 1–20