The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 08, 2020
Filed:
Nov. 19, 2019
Deepmind Technologies Limited, London, GB;
Daniel Pieter Wierstra, London, GB;
Yujia Li, London, GB;
Razvan Pascanu, Letchworth Garden City, GB;
Peter William Battaglia, London, GB;
Theophane Guillaume Weber, London, GB;
Lars Buesing, London, GB;
David Paul Reichert, London, GB;
Oriol Vinyals, London, GB;
Nicolas Manfred Otto Heess, London, GB;
Sebastien Henri Andre Racaniere, London, GB;
DeepMind Technologies Limited, London, GB;
Abstract
A neural network system is proposed to select actions to be performed by an agent interacting with an environment to perform a task in an attempt to achieve a specified result. The system may include a controller to receive state data and context data, and to output action data. The system may also include an imagination module to receive the state and action data, and to output consequent state data. The system may also include a manager to receive the state data and the context data, and to output route data which defines whether the system is to execute an action or to imagine. The system may also include a memory to store the context data.