Noisy Nets

GPTKB entity

Statements (26)
Predicate Object
gptkbp:instanceOf neural network technique
gptkbp:appliesTo actor-critic methods
Deep Q-Networks
gptkbp:hasConcept add parameterized noise to neural network weights
https://www.w3.org/2000/01/rdf-schema#label Noisy Nets
gptkbp:organization gptkb:DeepMind
gptkbp:proposedBy gptkb:Demis_Hassabis
gptkb:Alex_Graves
gptkb:Bilal_Piot
Charles Blundell
Ian Osband
Jacob Menick
Meire Fortunato
Mohammad Gheshlaghi Azar
Olivier Pietquin
Remi Munos
Vlad Mnih
gptkbp:publicationYear 2017
gptkbp:publishedIn arXiv:1706.10295
gptkbp:purpose improve exploration in reinforcement learning
gptkbp:relatedTo exploration-exploitation tradeoff
parameter noise
randomized value functions
gptkbp:usedIn gptkb:reinforcement_learning
gptkbp:bfsParent gptkb:Rainbow_DQN
gptkbp:bfsLayer 7