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US 2026/0183671 A1Published application
User Profile Generator Using Machine Learning Deployed with a Game Engine Runtime
AssigneeUnity Technologies SF
InventorsSampsa Valtteri JAATINEN, Alexandre RIBARD
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Abstract
A client device communicates with a game server and comprises a processor, an embeddings manager, configured to perform a federated learning process using models to create embeddings, wherein an embedding represents a compression of data generated from signals on the client device representing user interactions, and an embedding model storage for storing embedded models accessible at the client device.
Claims10
A client device that communicates with a game server, comprising:
- a processor;
- an embeddings manager, configured to perform a federated learning process using models to create embeddings, wherein an embedding represents a compression of data generated from signals on the client device representing user interactions;
- and
- an embedding model storage for storing embedded models accessible at the client device.
1 more element
A method of processing embeddings representing user engagement activity with a client device, the method comprising:
- initiating initial creation of an embeddings model remote from the client device;
- and
- running the embeddings model on the client device.
Dependencies are inferred from the claim text.