Dec 9, 2020 · We formulate the rate control problem as a Partially Observable Markov Decision Process (POMDP), and apply imitation learning to learn a neural rate control ...
Oct 19, 2023 · Why adding rate control can further improve the RD performance? [1] Mao, Hongzi, et al. "Neural Rate Control for Video Encoding using Imitation Learning.
Dec 9, 2020 · This work forms the rate control problem as a Partially Observable Markov Decision Process (POMDP), and applies imitation learning to learn ...
We formulate the rate control problem as a Partially Observable Markov Decision Process (POMDP), and apply imitation learning to learn a neural rate control ...
Robust reinforcement learning for continuous control with model misspecification ... Neural Rate Control for Video Encoding using Imitation Learning. H Mao, C Gu ...
Neural rate control for video encoding using imitation learning. arXiv preprint arXiv:2012.05339, 2020. Fabian Mentzer, George Toderici, David Minnen, Sung ...
Dec 9, 2020 · Neural Rate Control for Video Encoding using Imitation Learning. Hongzi Mao†*. Chenjie Gu†. Miaosen Wang†. Angie Chen†. Nevena Lazic†. Nir ...
Neural Rate Control for Video Encoding using Imitation Learning ... 在现代视频编码器中，速率控制是至关重要的组件，并且经过了精心设计。它决定花费多少 ...
Aug 1, 2024 · A demo video of an imitation learning model playing ... We compared brain encoding with subject-specific imitation models to a series of control ...
Nov 29, 2023 · Step-1: Record videogame frames, fMRI data, and key presses of the subject. Step-2: Train an imitation learning neural network using frames and ...