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23 search results found

Pysc2 ⭐ 7,768

StarCraft II Learning Environment

Coach ⭐ 2,304

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Torchcraft ⭐ 1,346

Connecting Torch to StarCraft

SMAC: The StarCraft Multi-Agent Challenge

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Awesome Game Ai ⭐ 522

Awesome Game AI materials of Multi-Agent Reinforcement Learning

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Pymarl2 ⭐ 505

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Gym Starcraft ⭐ 505

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

Startcraft_pysc2_minigames ⭐ 104

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

Starcraft Ai ⭐ 95

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX

Meta Learning For Starcraft Ii Minigames ⭐ 20

We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.

Pysc2 Rl Mini ⭐ 16

StarCraft II Reinforcement Learning with Pytorch - Mini Games

Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020

Sc2_harvesteragent ⭐ 9

A StarCraft 2 agent for harvesting resources

Ece590hineman ⭐ 9

Repository for course materials for ECE 590 Scalable Reinforcement Learning

Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.

Starcraftbot ⭐ 7

A Reinforcement Learning to play StarCraft, written in PyTorch. Currently in research.

Resourcegather ⭐ 6

Studying the application of Reinforcement Learning in Real-Time Strategy games by implementing an agent that learns optimal behavior for various aspects of the game StarCraft II.

Sc2agents ⭐ 5

PySC2 Reinforcement Learning Agents

Ai Starcraft Ii ⭐ 5

Final project of CS181 in Shanghaitech.

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