ASYNCHRONOUS DEEP REINFORCEMENT LEARNING

ASYNCHRONOUS DEEP REINFORCEMENT LEARNING

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for asynchronous deep reinforcement learning. One of the systems includes a plurality of workers, wherein each worker is configured to operate independently of each other worker, and wherein each worker i...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Mnih, Volodymyr, Silver, David, Graves, Alexander Benjamin, Badia, Adrià Puigdomènech, Harley, Timothy James Alexander, Kavukcuoglu, Koray
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Methods, systems, and apparatus, including computer programs encoded on computer storage media, for asynchronous deep reinforcement learning. One of the systems includes a plurality of workers, wherein each worker is configured to operate independently of each other worker, and wherein each worker is associated with a respective actor that interacts with a respective replica of the environment during the training of the deep neural network.