Gdm Holding LLC

Scott Ellison Reed

Oriol Vinyals

Joao Ferdinando Gomes De Freitas

Jack William Rae

Gabriel Barth-Maron

Misha Man Ray Denil

Alexander Novikov

Emilio Parisotto

Tom Erez

Sergio Gomez

Konrad Zolna

Jacob Bruce

Ashley Deloris Edwards

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selecting actions to be performed by an agent to interact with an environment using an action selection neural network. In one aspect, a method comprises, at each time step in a sequence of time steps: generating a current representation of a state of a task being performed by the agent in the environment as of the current time step as a sequence of data elements; autoregressively generating a sequence of data elements representing a current action to be performed by the agent at the current time step; and after autoregressively generating the sequence of data elements representing the current action, causing the agent to perform the current action at the current time step.

Autoregressively generating sequences of data elements defining actions to be performed by an agent

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Atlanta, GA, United States of America

Scott Ellison Reed