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https://github.com/llSourcell/A-Guide-to-DeepMinds-StarCraft-AI-Environment
This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube
https://github.com/llSourcell/A-Guide-to-DeepMinds-StarCraft-AI-Environment
Last synced: about 2 months ago
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This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube
- Host: GitHub
- URL: https://github.com/llSourcell/A-Guide-to-DeepMinds-StarCraft-AI-Environment
- Owner: llSourcell
- License: apache-2.0
- Created: 2017-09-13T09:41:11.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2021-02-01T18:02:47.000Z (over 3 years ago)
- Last Synced: 2024-04-05T04:35:31.835Z (6 months ago)
- Language: Python
- Size: 4.24 MB
- Stars: 211
- Watchers: 18
- Forks: 82
- Open Issues: 14
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# A-Guide-to-DeepMind-s-StarCraft-AI-Environment-
This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube
## Overview
This is the code for [this](https://youtu.be/URWXG5jRB-A) video on on Youtube by Siraj Raval. This code will help you train or run a pretrained AI model in the DeepMind Starcraft II environment.
## Dependencies
- pysc2 (Deepmind) [https://github.com/deepmind/pysc2]
- baselines (OpenAI) [https://github.com/openai/baselines]
- s2client-proto (Blizzard) [https://github.com/Blizzard/s2client-proto]
- Tensorflow 1.3 (Google) [https://github.com/tensorflow/tensorflow]
## Usage
## 1. Get PySC2
### PyPI
The easiest way to get PySC2 is to use pip:
```shell
$ pip install pysc2
```
Also, you have to install `baselines` library.
```shell
$ pip install baselines
```
## 2. Install StarCraft II
### Mac / Win
You have to purchase StarCraft II and install it. Or even the Starter Edition will work.
http://us.battle.net/sc2/en/legacy-of-the-void/
### Linux Packages
Follow Blizzard's [documentation](https://github.com/Blizzard/s2client-proto#downloads) to
get the linux version. By default, PySC2 expects the game to live in
`~/StarCraftII/`.
* [3.16.1](http://blzdistsc2-a.akamaihd.net/Linux/SC2.3.16.1.zip)
## 3. Download Maps
Download the [ladder maps](https://github.com/Blizzard/s2client-proto#downloads)
and the [mini games](https://github.com/deepmind/pysc2/releases/download/v1.0/mini_games.zip)
and extract them to your `StarcraftII/Maps/` directory.
## 4. Train it!
```shell
$ python train_mineral_shards.py
```
## 5. Enjoy it!
```shell
$ python enjoy_mineral_shards.py
```
## Credits
The credits for this code go to [chris-chris](https://github.com/chris-chris/pysc2-examples). I've merely created a wrapper to get people started.