starcraft2-ai

There are 3 repositories under starcraft2-ai topic.

IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
coach openai-gym reinforcement-learning tensorflow rl carla imitation-learning mujoco roboschool deep-learning hierarchical-reinforcement-learning starcraft starcraft2 starcraft2-ai distributed-reinforcement-learning mxnet onnx
Language:Python 2310
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.
mini-alphastar supervised-learning reinforcement-learning starcraft2 deep-learning pytorch self-playing-bot multi-agent-systems gaming imitation-learning starcraft2-ai starcraft-ii-bot sc2replay deep-reinforcement-learning deep-neural-networks
Language:Python 291
heronsystems / adeptRL
Reinforcement learning framework to accelerate research
reinforcement-learning atari pysc2 starcraft2-ai artificial-intelligence actor-critic pytorch
Language:Python 201
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.
multiagent-reinforcement-learning starcraft2 starcraft2-ai permutation permutation-equivariant permutation-invariance permutation-invariant permutation-equivariance
Language:Python 105
DrInfy / sharpy-sc2
Python framework for rapid development of Starcraft 2 AI bots
dummy-bots sc2-pathlib sharpy-sc2 starcraft2 starcraft2-ai
Language:Python 67
chscheller / sc2_imitation_learning
StarCraft 2 Imitation Learning
machine-learning imitation-learning behaviour-cloning starcraft-ii ai starcraft-ii-replays starcraft2 starcraft2-ai
Language:Python 28
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.
sc2le deep-reinforcement-learning reinforcement-learning starcraft2-ai starcraft2 minigames multi-agent-learning
Language:Python 26
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.
reinforcement-learning deep-reinforcement-learning deep-learning deep-neural-networks starcraft2 starcraft2-ai starcraft-ii starcraft2-agents hierarchical-reinforcement-learning
Language:Python 21
tonybeltramelli / Supervised-End-to-end-Weight-sharing-for-StarCraft-II
StarCraft 2 AI Workshop
deep-learning deep-neural-networks machine-learning neural-networks starcraft-bot starcraft2-ai
Language:Python 21
CPUFronz / SC2_HarvesterAgent
A StarCraft 2 agent for harvesting resources
starcraft-ii starcraft2-ai starcraft-ii-bot reinforcement-learning a3c tensorflow
Language:Python 13
hex-plex / GNN-MARL
Communication using GNN in MARL
reinforcement-learning deep-reinforcement-learning mutli-agent multi-agent-reinforcement-learning graph-neural-networks communication pytorch starcraft2 starcraft2-ai
Language:Python 12
chucnorrisful / dqn
Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.
starcraft2 starcraft2-ai sc2le pysc2 pysc2-mini-games pysc2-agent keras keras-rl dqn rainbow-dqn python reinforcement-learning reinforcement-learning-algorithms ddqn dddqn prioritized-experience-replay double-dqn dueling-dqn
Language:Python 11
grantmd / go-s2client
Golang client for the Starcraft II protocol
golang starcraft-ii-bot starcraft2 starcraft2-ai
Language:Go 11
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
mini-alphastar reinforcement-learning starcraft2 starcraft2-ai
Language:Python 8
liuruoze / Thought-SC2
(TG'2021) Code for paper "Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning". TG = Transactions on Games.
reinforcement-learning transfer-learning starcraft2 starcraft-broodwar starcraft2-ai starcraft-ii-bot deep-reinforcement-learning deep-neural-networks starcraft starcraft-ii tensorflow
Language:Python 8
lzhbrian / pysc2-minigame-ai
Rule based AI for StarCraft 2 Minigames
starcraft2-ai pysc2 pysc2-mini-games pysc2-agent starcraft-ii starcraft-ii-bot starcraft2-agents rule-based ai artificial-intelligence
Language:Python 6
VAD3R-95 / Misc-Scripts...
Simple {scripts for ctf`s and challenges/python irc bot/automating stuff etc.}
ctf irc-bot shift-cipher rot13 shell-scripts bruteforce dictionary-attack xor-cipher hash-cracking zigzag-cipher rail-cipher fence-cipher huawei-routers router-attacks pyautogui never-go-idle gst-bot gst-scrapper starcraft2-ai
Language:Python 6
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.
adversarial-strategy-game ai artificial-neural-networks bot data-analytics generative-adversarial-network peas starcraft-ii-bot starcraft2-ai
Language:JavaScript 5
davidkuhta / dasc2
StarCraft II Data Analytics
data-analytics starcraft-ii starcraft2 starcraft2-ai reinforcement-learning toolchain starcraft sc2replay sc2 pysc2
Language:Python 4
Draichi / ai-starcraft
Winner Starcraft II bot with convolutional neural networks
neural-network game-bot convolutional-neural-networks starcraft2-ai starcraft-ii-bot
Language:Python 4
GhaziBenDahmane / sc2-trash-bot
The best starcraft 2 bot in the entire galaxy.
starcraft-ii starcraft-ii-bot starcraft2-ai python3
Language:Python 4
AYUSH-ISHAN / Type-Based_Heirarchial_MARL_SC2
StarCraft 2 via Type Based Heirarchial Multi Agent Reinforcement Leanring
multiagent-reinforcement-learning starcraft2 starcraft2-ai graph-neural-networks pytorch communication heirarchial-reinforcement-learning deep-reinforcement-learning reinforcement-learning graph-attention-networks
Language:Python 3
ecly / terran_easy_bot
Very basic SC2-AI bot playing Terran and using Q-learning
starcraft2-ai q-learning python bot
Language:Python 1
ratosh / mutuca
Starcraft 2 basic AI
starcraft2 starcraft-ii starcraft2-ai starcraft-ii-bot
Language:Kotlin 1
tricktux / Arrancar0
Starcraft II Artificial Intelligence Bot
bot sc2api sc2-api starcraft2-ai starcraft2
Language:C++ 1
bindstone / starcraft-sky
Starcraft II Bot
starcraft2-ai java
Language:Java 0
cpp-sc2 / scrubber
Scrub type ids from a game client
starcraft2 starcraft-ii starcraft-ii-api starcraft2-ai
Language:C++ 0
Daniele1209 / Starcraft-2-Reinforcement-Learning
Reinforcement learning on Starcraft 2 using custom StableBaselines3 env
deep-reinforcement-learning gaming reinforcement-learning starcraft2 starcraft2-ai deep-learning deep-neural-networks multi-agent-systems pytorch self-playing-bot starcraft-ii-bot supervised-learning
Language:Python 0
Vilsepi / sc2-botto
A StarCraft II bot
starcraft2 starcraft2-ai bot starcraft-ii starcraft-ii-bot
Language:Python 0
alvarofpp / ufrn-dim0126-ia-starcraft-ii
IA para Starcraft II focada em táticas de combate
starcraft-ii starcraft2-ai artificial-intelligence game-artificial-intelligence
Language:Python
damienstanton / sc2
Attempting an idiomatic Starcraft 2 API in Rust. Very experimental WIP
rust bots reinforcement-learning artificial-intelligence starcraft2-ai starcraft2
Language:Rust
dastronmighty / Gamma-Star
Repository for Gamma Star Project (FYP 2020 - 2021)
reinforcement-learning reinforcement-learning-environments reinforcement-learning-agent starcraft2 starcraft2-ai starcraft-ii-bot
Kal-Elx / s2client-api
Extension of s2client-api to allow for easier extraction of data from replays in StarCraft II
tddd92 machine-learning starcraft2 starcraft2-ai
Language:C++
lockwo / Cybernetics-Core
An Rensselaer Center for Open Source (RCOS) created project exploring AI and video games; created to make a StarCraft 2 AI
artificial-intelligence starcraft2-ai
Language:Python
Vilsepi / sc2-landlubber
A StarCraft II bot
starcraft2-ai starcraft-ii-bot starcraft2 starcraft-ii starcraft-bots zerg
Language:Python
Vilsepi / sc2-spectator
Spectator client for watching headless StarCraft 2 bot matches
hackathon sc2 starcraft-ii starcraft2 starcraft2-ai
Language:Python