Mark's repositories
6.036_Machine_Learning
Repo for MIT 6.036 Machine Learning
ai-starcraft
Winner Starcraft II bot with convolutional neural networks
AlphaZero_Connect4
PyTorch implementation of AlphaZero Connect from scratch (with results)
deep_pepper_chess
different AI algorithms to solve board games
DI-star
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
HierNet-SC2
The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft".
mini-AlphaStar
A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.
mit-6.034
Problem set of MIT Artificial Intelligence 6.034 Fall 2010 and 2017
Neural-Network
Machine Learning library for educational purpose.
pysc2-tutorial
Tutorials for building a PySC2 bot
python-sc2
A StarCraft II bot api client library for Python 3
reaver
Reaver SCII bot
reaver-1
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
sc2-landlubber
A StarCraft II bot
sc2_imitation_learning
StarCraft 2 Imitation Learning
SC2RL
Reinforcement Learning + Starcraft 2
sharpy-sc2
Python framework for rapid development of Starcraft 2 AI bots
sharpy-starter-bot
Starter bot using sharpy-sc2 and python-sc2 for playing Starcraft 2 using sc2 api.
smac
SMAC: The StarCraft Multi-Agent Challenge
SMIX
Starcraft II Multi-Agent RL Challenge
TheHarvester
RL Zerg bot for Starcraft 2
ultimate-ttt-rl
Reinforcement Learning based Ultimate Tic Tac Toe player
videos
Code for the manim-generated scenes used in 3blue1brown videos