Neural Architecture Search with Reinforcement Learning (Zoph & Le, 2017)
URI: https://gptkb.org/entity/Neural_Architecture_Search_with_Reinforcement_Learning_(Zoph_&_Le,_2017)
GPTKB entity
Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:affiliation |
gptkb:Google_Brain
|
| gptkbp:author |
gptkb:Quoc_V._Le
gptkb:Barret_Zoph |
| gptkbp:citation |
highly cited
|
| gptkbp:hasMethod |
controller RNN for architecture search
|
| https://www.w3.org/2000/01/rdf-schema#label |
Neural Architecture Search with Reinforcement Learning (Zoph & Le, 2017)
|
| gptkbp:impact |
pioneered NAS with RL
|
| gptkbp:influenced |
AutoML research
|
| gptkbp:language |
English
|
| gptkbp:method |
meta-learning
|
| gptkbp:proposedBy |
automated neural network design
|
| gptkbp:publicationYear |
2017
|
| gptkbp:publishedIn |
gptkb:arXiv
|
| gptkbp:topic |
gptkb:Neural_Architecture_Search
gptkb:Reinforcement_Learning |
| gptkbp:url |
https://arxiv.org/abs/1611.01578
|
| gptkbp:usedDataset |
gptkb:CIFAR-10
gptkb:Penn_Treebank |
| gptkbp:bfsParent |
gptkb:Neural_Architecture_Search
|
| gptkbp:bfsLayer |
6
|