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We propose Deeplive, which maximizes QoE through deep reinforcement learning, so it does not rely on fixed rules. To accelerate the training process of Deeplive, we further propose optimization including window completion with historical data and quick-start with rate-based algorithm.

Python 100.00%

deeplive's Introduction

Deeplive

Deeplive: QoE Optimization for Live Video Streaming through Deep Reinforcement Learning

deeplive's People

Contributors

tianzhaotju avatar

Stargazers

陈洋(Chen Yang) avatar  avatar Mingliu Sun avatar zhzero avatar  avatar  avatar Kasim avatar Tianchi Huang avatar

Watchers

Kasim avatar James Cloos avatar  avatar

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