DeepMind Technologies Limited patent applications on October 3rd, 2024
Patent Applications by DeepMind Technologies Limited on October 3rd, 2024
DeepMind Technologies Limited: 1 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N3/092 (1), G06N3/0985 (1) G06N3/092 (1)
With keywords such as: candidate, agent, neural, network, task, data, training, population, tasks, and train in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Maxwell Elliot Jaderberg of London (GB) for deepmind technologies limited, Wojciech Czarnecki of London (GB) for deepmind technologies limited
IPC Code(s): G06N3/092, G06N3/0985
CPC Code(s): G06N3/092
Abstract: methods, systems, and apparatus, including computer programs encoded on computer storage media, for raining an agent neural network for use in controlling an agent to perform a plurality of tasks. one of the methods includes maintaining population data specifying a population of one or more candidate agent neural networks; and training each candidate agent neural network on a respective set of one or more tasks to update the parameter values of the parameters of the candidate agent neural networks in the population data, the training comprising, for each candidate agent neural network: obtaining data identifying a candidate task; obtaining data specifying a control policy for the candidate task; determining whether to train the candidate agent neural network on the candidate task; and in response to determining to train the candidate agent neural network on the candidate task, training the candidate agent neural network on the candidate task.
DeepMind Technologies Limited patent applications on October 3rd, 2024
