sichen-cuc Goto Github PK
Type: User
sichen-cuc's Projects
abr-dqn
Generating ABR method via DQN
acm-mmsys-2020-grand-challenge
Assets for Twitch's ACM MMSys 2020 Grand Challenge
aitrans_competition
全球智能网络传输竞赛
bayesian_changepoint_detection
Methods to get the probability of a changepoint in a time series.
bocd
Bayesian Online Changepoint Detection
changepoint
Change Point detection python
changepy
Time series changepoint detection
comyco
The implementation of "Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning" (ACM MM 2019)
ddpg
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
pensieve
Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)
pensieve-ppo
A simplest implementation of Pensieve (SIGCOMM 17') via PPO.
pm-prophet
GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3
qarc
The implementation of "QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning"
reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
ruptures
ruptures: change point detection in Python
tiyuntsong
A romantic self-play reinforcement learning approach for ABR video streaming
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