pysc2
There are 2 repositories under pysc2 topic.
inoryy / reaver
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Language:Python 554xiaowei-hu / pysc2-agents
This is a simple implementation of DeepMind's PySC2 RL agents.
Language:Python 272heronsystems / adeptRL
Reinforcement learning framework to accelerate research
Language:Python 201simonmeister / pysc2-rl-agents
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
Language:Python 134SoyGema / Startcraft_pysc2_minigames
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
Language:Python 130- Language:Python 90
- Language:Python 47
Curated list of pysc2 mini-games . Singleton Environmnets.Debugged by @SoyGema and mini-game authors
Data analysis of Starcraft II replays . Visualization and classification models
Language:Jupyter Notebook 28wing3s / pysc2-rl-mini
StarCraft II Reinforcement Learning with Pytorch - Mini Games
Language:Python 23- Language:Python 23
- Language:Python 21
nailo2c / pysc2-tutorial
Example code for PySC2
Language:Python 14chucnorrisful / dqn
Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.
Language:Python 11- Language:Python 11
- Language:Python 10
4rChon / sc2-ai-mini-games
Mini-games consisting of different scenarios in sc2 for use in training and testing StarCraft 2 bots
batuhan-ince / RL_pysc2
DRL algorithms for Starcraft II
Language:Python 9thefirebanks / MultiAgent-Systems-StarCraft2-PySC2-Raw
Code to do multi agent systems research on StarCraft II. It contains methods to deal with the Raw Interface from the SC2 API, which has not been officially adapted for Python. This means that, the programmer can now access the objects at the game and the 2D original representation of the map
Language:Python 8- Language:Python 7
Techget / gail-tf-sc2
Generative-Adversarial-Imitation-Learning on PySC2
Language:Python 7bruzat / SC2ReinforcementLearning
Work on SC2 minigames with reinforcement learning
Language:Python 6jaynilpatel / starcraft2
implementing deep learning in starcraft 2 with an aim to create an ai model which can learn to take its own strategic decisions for winning the game
Language:Python 6lzhbrian / pysc2-minigame-ai
Rule based AI for StarCraft 2 Minigames
Language:Python 6nidup / starcraft2-agent
Starcraft II Agents using PySC2 - StarCraft II Learning Environment
Language:Python 6lschmelzeisen / SC2CombatPredictor
Simulate StarCraft II army engagements and try to predict them.
Language:Python 5UFRN-URNAI / urnai-tools
A modular Deep Reinforcement Learning library that supports multiple environments, made with Python 3.6.
Language:Python 5davidkuhta / dasc2
StarCraft II Data Analytics
Language:Python 4islamelnabarawy / sc2agents
PySC2 Reinforcement Learning Agents
Language:Python 4alkurbatov / athene
Machine learning experiments with pysc2 and Starcraft 2
Language:Python 3ChillGonzales / sc2-rl
Reinforcement Learning Agents for SC2LE
Language:Python 3adi1999 / Deep-Learning-Starcraft-II
Developed an Artificial Intelligence using PySC2 to train supervised agents to play the game using the concept of Reinforcement Learning (RL) and Broke down the game into manageable chunks to test RL agents on game specific tasks, and make meaningful actions in the game possible.
Language:Python 2ccr-cheng / DQN-Agents-Pysc2-BuildMarines
Implement the Scripted and DQN Agents for Pysc2 BuildMarines Minigame with PyTorch
Language:Python 2- Language:Python 2
sino30535 / pysc2_DataExtract
A tutorial of data extraction for starcraft II replays using Deepmind's starcraft II RL environment pysc2
Language:Jupyter Notebook 2- Language:Python 2
