DeepMind Technologies Limited patent applications on April 17th, 2025
Patent Applications by DeepMind Technologies Limited on April 17th, 2025
DeepMind Technologies Limited: 1 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N3/092 (1), G06N3/0455 (1) G06N3/092 (1)
With keywords such as: environment, policies, current, base, composite, respective, future, state, policy, and estimated in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Mark Daniel Rowland of London GB for deepmind technologies limited, Shantanu Yogeshraj Thakoor of London GB for deepmind technologies limited, Andre da Motta Salles Barreto of London GB for deepmind technologies limited, Diana Luiza Borsa of London GB for deepmind technologies limited, William Clinton Dabney of London GB for deepmind technologies limited, Remi Munos of London GB for deepmind technologies limited
IPC Code(s): G06N3/092, G06N3/0455
CPC Code(s): G06N3/092
Abstract: methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for controlling a reinforcement learning agent in an environment. one of the methods may include maintaining data specifying a base policy set comprising a plurality of base policies for controlling the agent; receiving a current observation characterizing a current state of the environment; generating, for each of the plurality of base policies, one or more predicted future observations characterizing respective future states of the environment that are subsequent to the current state of the environment; using the predicted future observations generated for the plurality of base policies to determine a respective estimated value for each composite policy in a composite policy set with respect to the current state of the environment; and selecting an action using the respective estimated values for the composite policies.
DeepMind Technologies Limited patent applications on April 17th, 2025
