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Hi all

I am a Ph.D. in the Department of Computer Science and Technology at Tsinghua University, advised by Prof. Lifeng Sun.
I mainly focus on research in multimedia network streaming, including transmitting streams, overlay path construction, and edge-assisted content delivery.

Tianchi Huang's Projects

pytheas icon pytheas

A new version for Pytheas (formally DDN), a control platform for enabling data-driven control for network applications

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-a3c icon pytorch-a3c

Simple A3C implementation with pytorch + multiprocessing

qarc icon qarc

The implementation of "QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning"

rbf_pso icon rbf_pso

RBF com algoritmo de otimização PSO

rebera icon rebera

C++ source code, MATLAB scripts for evaluations, and the experimental data

red icon red

Implementation of Random Expert Distillation

redis-windows icon redis-windows

Vagrant redis configuration and the binary releases of MS Open Tech redis port of windows

sage icon sage

Sage of Congestion Control (or How Computers Can Learn from Existing Schemes and Master Internet CC)

sfe icon sfe

Source code for SFishEdit (SFE)0.72, the most popular editor for the game 'All Heros in Kim Young Stories'

sfe-kdef icon sfe-kdef

金庸群侠传对话/事件转lua脚本

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