Action selection based on environment observations and textual instructions

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12265795
APP PUB NO 20240320438A1
SERIAL NO

18649774

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Abstract

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Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selecting actions to be performed by an agent interacting with an environment. In one aspect, a system includes a language encoder model that is configured to receive a text string in a particular natural language, and process the text string to generate a text embedding of the text string. The system includes an observation encoder neural network that is configured to receive an observation characterizing a state of the environment, and process the observation to generate an observation embedding of the observation. The system includes a subsystem that is configured to obtain a current text embedding of a current text string and a current observation embedding of a current observation. The subsystem is configured to select an action to be performed by the agent in response to the current observation.

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Patent Owner(s)

Patent OwnerAddress
GDM HOLDING LLC1600 AMPHITHEATRE PARKWAY MOUNTAIN VIEW CA 94043

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Blunsom, Philip Oxford, GB 9 136
Hermann, Karl Moritz Berlin, DE 9 153
Hill, Felix George London, GB 6 95

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