Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning technique
|
| gptkbp:appliesTo |
gptkb:reinforcement_learning
supervised learning image classification language modeling |
| gptkbp:author |
gptkb:Koray_Kavukcuoglu
gptkb:Alex_Graves gptkb:Simon_Osindero gptkb:Antonio_Garcia Vlad Mnih Max Jaderberg Wojciech Marian Czarnecki Geoffrey Wayne Joel Z. Leibo |
| gptkbp:enables |
dynamic hyperparameter adaptation
parallel training |
| https://www.w3.org/2000/01/rdf-schema#label |
Population Based Training
|
| gptkbp:introduced |
gptkb:DeepMind
|
| gptkbp:introducedIn |
2017
|
| gptkbp:optimizedFor |
hyperparameters
model parameters |
| gptkbp:publishedIn |
arXiv:1711.09846
|
| gptkbp:relatedTo |
hyperparameter optimization
evolutionary algorithms neural architecture search |
| gptkbp:usedIn |
deep learning
|
| gptkbp:uses |
population of models
|
| gptkbp:bfsParent |
gptkb:Lasse_Espeholt
gptkb:Ray_Tune |
| gptkbp:bfsLayer |
8
|