Action selection based on environment observations and textual instructions
Number of patents in Portfolio can not be more than 2000
United States of America
Stats
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Apr 1, 2025
Grant Date -
Sep 26, 2024
app pub date -
Apr 29, 2024
filing date -
Apr 29, 2024
priority date (Note) -
In Force
status (Latency Note)
Importance
Abstract
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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International Classification(s)
- 2024 Application Filing Year
- G06N Class
- 5602 Applications Filed
- 354 Patents Issued To-Date
- 6.32 % Issued To-Date
Cited Art Landscape
Patent Citation Ranking
- 0 Citation Count
- G06N Class
- 0 % this patent is cited more than
- < 1 Age
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