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Steven Bohez
Steven Bohez
DeepMind
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Year
Sim-to-real: Learning agile locomotion for quadruped robots
J Tan, T Zhang, E Coumans, A Iscen, Y Bai, D Hafner, S Bohez, ...
arXiv preprint arXiv:1804.10332, 2018
5382018
dm_control: Software and tasks for continuous control
S Tunyasuvunakool, A Muldal, Y Doron, S Liu, S Bohez, J Merel, T Erez, ...
Software Impacts 6, 100022, 2020
972020
Learning semantic similarity for very short texts
C De Boom, S Van Canneyt, S Bohez, T Demeester, B Dhoedt
2015 ieee international conference on data mining workshop (icdmw), 1229-1234, 2015
902015
The cascading neural network: building the internet of smart things
S Leroux, S Bohez, E De Coninck, T Verbelen, B Vankeirsbilck, ...
Knowledge and Information Systems 52 (3), 791-814, 2017
542017
Relative entropy regularized policy iteration
A Abdolmaleki, JT Springenberg, J Degrave, S Bohez, Y Tassa, D Belov, ...
arXiv preprint arXiv:1812.02256, 2018
472018
Distributed neural networks for internet of things: The big-little approach
ED Coninck, T Verbelen, B Vankeirsbilck, S Bohez, P Simoens, ...
International Internet of Things Summit, 484-492, 2015
442015
Value constrained model-free continuous control
S Bohez, A Abdolmaleki, M Neunert, J Buchli, N Heess, R Hadsell
arXiv preprint arXiv:1902.04623, 2019
392019
Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds
E De Coninck, T Verbelen, B Vankeirsbilck, S Bohez, P Simoens, ...
Journal of Systems and Software 118, 101-114, 2016
342016
Discrete-event simulation for efficient and stable resource allocation in collaborative mobile cloudlets
S Bohez, T Verbelen, P Simoens, B Dhoedt
Simulation Modelling Practice and Theory 50, 109-129, 2015
322015
Dianne: Distributed artificial neural networks for the internet of things
E De Coninck, T Verbelen, B Vankeirsbilck, S Bohez, S Leroux, ...
Proceedings of the 2nd Workshop on Middleware for Context-Aware Applications …, 2015
292015
Sensor fusion for robot control through deep reinforcement learning
S Bohez, T Verbelen, E De Coninck, B Vankeirsbilck, P Simoens, ...
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
272017
Fingerprinting encrypted network traffic types using machine learning
S Leroux, S Bohez, PJ Maenhaut, N Meheus, P Simoens, B Dhoedt
NOMS 2018-2018 IEEE/IFIP Network Operations and Management Symposium, 1-5, 2018
262018
DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure
E De Coninck, S Bohez, S Leroux, T Verbelen, B Vankeirsbilck, ...
Journal of Systems and Software 141, 52-65, 2018
242018
Mobile, collaborative augmented reality using cloudlets
S Bohez, J De Turck, T Verbelen, P Simoens, B Dhoedt
2013 International Conference on MOBILe Wireless MiddleWARE, Operating …, 2013
222013
Resource-constrained classification using a cascade of neural network layers
S Leroux, S Bohez, T Verbelen, B Vankeirsbilck, P Simoens, B Dhoedt
2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015
182015
Allocation algorithms for autonomous management of collaborative cloudlets
S Bohez, T Verbelen, P Simoens, B Dhoedt
2014 2nd IEEE International Conference on Mobile Cloud Computing, Services …, 2014
172014
Middleware platform for distributed applications incorporating robots, sensors and the cloud
E De Coninck, S Bohez, S Leroux, T Verbelen, B Vankeirsbilck, B Dhoedt, ...
2016 5th IEEE International Conference on Cloud Networking (Cloudnet), 218-223, 2016
162016
Enabling component-based mobile cloud computing with the aiolos middleware
S Bohez, E De Coninck, T Verbelen, P Simoens, B Dhoedt
Proceedings of the 13th Workshop on Adaptive and Reflective Middleware, 1-6, 2014
112014
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things
S Leroux, S Bohez, E De Coninck, P Van Molle, B Vankeirsbilck, ...
Future generation computer systems 97, 355-360, 2019
92019
Transfer learning with binary neural networks
S Leroux, S Bohez, T Verbelen, B Vankeirsbilck, P Simoens, B Dhoedt
arXiv preprint arXiv:1711.10761, 2017
92017
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