公开(公告)号：US20240169211A1

公开(公告)日：2024-05-23

申请号：US18388180

申请日：2023-11-08

Applicant: DeepMind Technologies Limited

Inventor： Domenic Joseph Donato ,  Christopher James Dyer ,  Lei Yu ,  Wang Ling

IPC: G06N3/092 ,  G06N3/0985

CPC classification number: G06N3/092 ,  G06N3/0985

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a neural network to perform a machine learning task through reinforcement learning. In one aspect, the training uses importance weights generated using standardized absolute deviations of quality scores generated by the neural network for candidate network outputs.