GitHub topics: starcraft2-ai
IntelLabs/coach 📦
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Language: Python - Size: 71.8 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 2,347 - Forks: 463
liuruoze/mini-AlphaStar
(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.
Language: Python - Size: 908 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 333 - Forks: 57
heronsystems/adeptRL
Reinforcement learning framework to accelerate research
Language: Python - Size: 2.61 MB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 203 - Forks: 29
davidkuhta/dasc2
StarCraft II Data Analytics
Language: Python - Size: 163 KB - Last synced at: 1 day ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 2
liuruoze/Thought-SC2
(TG'2021) Code for paper "Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning". TG = Transactions on Games.
Language: Python - Size: 14.8 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 2
liuruoze/HierNet-SC2
(AAAI'2019) The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft". AAAI = AAAI Conference on Artificial Intelligence.
Language: Python - Size: 1.14 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 2
DrInfy/sharpy-sc2
Python framework for rapid development of Starcraft 2 AI bots
Language: Python - Size: 29.6 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 73 - Forks: 30
liuruoze/Raw-vs-Human-in-AlphaStar
(TG'2023) Official code for the paper "Revisiting of AlphaStar" (previously called "Rethinking of AlphaStar"). It compares the raw interface with the human interface in the architecture of AlphsStar. TG = Transactions on Games
Language: Python - Size: 127 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0
lockwo/Cybernetics-Core
An Rensselaer Center for Open Source (RCOS) created project exploring AI and video games; created to make a StarCraft 2 AI
Language: Python - Size: 1.03 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 2
lzhbrian/pysc2-minigame-ai
Rule based AI for StarCraft 2 Minigames
Language: Python - Size: 38.1 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 1
Draichi/ai-starcraft
Winner Starcraft II bot with convolutional neural networks
Language: Python - Size: 4.54 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 2
dastronmighty/Gamma-Star
Repository for Gamma Star Project (FYP 2020 - 2021)
Size: 37.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
VAD3R-95/Misc-Scripts...
Simple {scripts for ctf`s and challenges/python irc bot/automating stuff etc.}
Language: Python - Size: 148 KB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2
tjuHaoXiaotian/pymarl3
We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.
Language: Python - Size: 2.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 8
cpp-sc2/scrubber
Scrub type ids from a game client
Language: C++ - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
AYUSH-ISHAN/Type-Based_Heirarchial_MARL_SC2
StarCraft 2 via Type Based Heirarchial Multi Agent Reinforcement Leanring
Language: Python - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
Vilsepi/sc2-landlubber
A StarCraft II bot
Language: Python - Size: 174 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 1
Vilsepi/sc2-spectator
Spectator client for watching headless StarCraft 2 bot matches
Language: Python - Size: 33.2 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 2
Vilsepi/sc2-botto
A StarCraft II bot
Language: Python - Size: 29.3 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
Daniele1209/Starcraft-2-Reinforcement-Learning
Reinforcement learning on Starcraft 2 using custom StableBaselines3 env
Language: Python - Size: 452 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
GhaziBenDahmane/sc2-trash-bot
The best starcraft 2 bot in the entire galaxy.
Language: Python - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 0
tonybeltramelli/Supervised-End-to-end-Weight-sharing-for-StarCraft-II
StarCraft 2 AI Workshop
Language: Python - Size: 64.4 MB - Last synced at: about 1 hour ago - Pushed at: about 7 years ago - Stars: 21 - Forks: 4
alvarofpp/ufrn-dim0126-ia-starcraft-ii 📦
IA para Starcraft II focada em táticas de combate
Language: Python - Size: 97.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
hex-plex/GNN-MARL
Communication using GNN in MARL
Language: Python - Size: 8.83 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0
chscheller/sc2_imitation_learning
StarCraft 2 Imitation Learning
Language: Python - Size: 191 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 3
roop-pal/Meta-Learning-for-StarCraft-II-Minigames
We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.
Language: Python - Size: 8.55 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 26 - Forks: 7
chucnorrisful/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 - Size: 182 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 11 - Forks: 4
grantmd/go-s2client
Golang client for the Starcraft II protocol
Language: Go - Size: 261 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 2
CPUFronz/SC2_HarvesterAgent
A StarCraft 2 agent for harvesting resources
Language: Python - Size: 1.35 MB - Last synced at: 9 months ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 4
dunkelhaus/analyticsBot-sc2
A creative (generative) bot, implemented using Generative Adversarial Networks, for the RL environment released by DeepMind for the adversarial strategy game, StarCraft II.
Language: JavaScript - Size: 109 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 1
jshuhnow/SMIX
Starcraft II Multi-Agent RL Challenge
Language: Python - Size: 4.48 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1
Kal-Elx/s2client-api Fork of Archiatrus/s2client-api
Extension of s2client-api to allow for easier extraction of data from replays in StarCraft II
Language: C++ - Size: 11 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
ratosh/mutuca
Starcraft 2 basic AI
Language: Kotlin - Size: 57.6 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
bindstone/starcraft-sky
Starcraft II Bot
Language: Java - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
damienstanton/sc2
Attempting an idiomatic Starcraft 2 API in Rust. Very experimental WIP
Language: Rust - Size: 16.6 KB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
tricktux/Arrancar0
Starcraft II Artificial Intelligence Bot
Language: C++ - Size: 9.77 MB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
ecly/terran_easy_bot
Very basic SC2-AI bot playing Terran and using Q-learning
Language: Python - Size: 20.5 KB - Last synced at: 1 day ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1
