zhangyx96's repositories
smac
SMAC: The StarCraft Multi-Agent Challenge
eazy-for-ss
A Bypassgfw Collection
pymarl
Beta code release for Python Multi-Agent Reinforcement Learning framework
Instructions
Some useful instructions
StarCraft
Implementations of QMIX, VDN and COMA on SMAC, corresponding papers are "QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning", "Value-Decomposition Networks For Cooperative Multi-Agent Learning", and "Counterfactual Multi-Agent Policy Gradients".
garage
A toolkit for reproducible reinforcement learning research
pysc2-tutorial
Tutorials for building a PySC2 bot
TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
slbo
Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees
Fatigue-Detection
Detect the drivers fatigue real-time using python and OpenCV
THU-Pattern-Recognition
The homework of professor Lu Zongqing's Pattern Recognition course
THU-Digital-Image-Processing
the homework for the Digital Image Processing course of professor Yang Wenming
DRQN-tensorflow
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
opencv
Open Source Computer Vision Library
rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
MADRL
Repo containing code for multi-agent deep reinforcement learning (MADRL).
pytorch-maddpg
A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)
DeepMind-Atari-Deep-Q-Learner
The original code from the DeepMind article + my tweaks
DeepGTAV
A plugin for GTAV that transforms it into a vision-based self-driving car research environment.