公开(公告)号：US20240267532A1

公开(公告)日：2024-08-08

申请号：US18565008

申请日：2022-05-30

Applicant: DeepMind Technologies Limited

Inventor： Anton Zhernov ,  Chenjie Gu ,  Daniel J. Mankowitz ,  Julian Schrittwieser ,  Amol Balkishan Mandhane ,  Mary Elizabeth Rauh ,  Miaosen Wang ,  Thomas Keisuke Hubert

IPC: H04N19/149 ,  H04N19/172

CPC classification number: H04N19/149 ,  H04N19/172

Abstract: Systems and methods for training rate control neural networks through reinforcement learning. During training, reward values for training examples are generated from the current performance of the rate control neural network in encoding the video in the training example and the historical performance of the rate control neural network in encoding the video in the training example.