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yib's Projects

abr-ml icon abr-ml

Machine learning based adaptive bit-rate streaming Algorithm

iroko icon iroko

A platform to test reinforcement learning policies in the datacenter setting.

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

mvfst-rl icon mvfst-rl

An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.

pcc icon pcc

performance oriented congestion control

pcc-rl icon pcc-rl

Reinforcement learning resources for PCC.

pensieve icon pensieve

Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)

pensieve-ppo icon pensieve-ppo

The simplest implementation of Pensieve (SIGCOMM 17') via state-of-the-art RL algorithms, including PPO, DQN, and SAC

puffer icon puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming

razor icon razor

A google's congestion Control Algorithm

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