if I want to use VMAF as a QoE evaluation metric, how should I add it in?

godka / Pensieve-PPO

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

https://godka.github.io/Pensieve-PPO/

BSD 2-Clause "Simplified" License

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if I want to use VMAF as a QoE evaluation metric, how should I add it in? #32

Open 851682852 opened 1 month ago

851682852 commented 1 month ago

I noticed that Comyco's QoE model includes VMAF. How can I modify the code to achieve the same QoE model as Comyco? Could you provide me with some ideas? Thank you very much!

godka commented 1 month ago

Hi, that's a good question.

Please check the reproduced version of Ruyi: https://github.com/godka/Ruyi [1]

[1] Zuo, Xutong, et al. "Adaptive bitrate with user-level qoe preference for video streaming." IEEE INFOCOM 2022-IEEE Conference on Computer Communications. IEEE, 2022.