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