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https://github.com/douglasrizzo/sc2qsr

An unfinished project involving QSR research with pysc2
https://github.com/douglasrizzo/sc2qsr

Last synced: about 10 hours ago
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An unfinished project involving QSR research with pysc2

Host: GitHub
URL: https://github.com/douglasrizzo/sc2qsr
Owner: douglasrizzo
License: mit
Created: 2020-05-09T06:12:13.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2020-05-09T07:59:39.000Z (over 4 years ago)
Last Synced: 2024-12-30T20:18:55.796Z (25 days ago)
Language: Python
Size: 1.26 MB
Stars: 0
Watchers: 3
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.rst
- License: LICENSE

Awesome Lists containing this project

README

        sc2qsr

======

An unfinished project involving a pysc2 that used the Epra QSR formalism [MOR2012]_ to discretize space.

.. [MOR2012] Moratz, R., & Wallgrün, J. O. (2012). Spatial reasoning with augmented points: Extending cardinal directions with local distances. Journal of Spatial Information Science, 5. https://doi.org/10.5311/josis.2012.5.84

Installation

------------

    pip install -r requirements.txt

Links that helped me

--------------------

Tutorials and examples

^^^^^^^^^^^^^^^^^^^^^^

Steven Brown’s

`tutorials `__

on how to create StarCraft II agents from scratch, without using

reinforcement learning.

-  Zerg bot in PySC2 2.0: `blog

   post `__

   and

   `code `__

-  Protoss bot with raw observations: `blog

   post `__

   and

   `code `__

-  `Repo `__ with all examples

Chris Hoyean Song’s tutorials include RL and DRL algorithms, but are a

little outdated in regards to the PySC2 API.

-  `Initial

   tutorial `__

   (2017)

-  `Tutorial on

   observations `__

   (2017)

-  `Tutorial on the action

   space `__ (2019)

-  `Repo with code `__

Third-party libraries

^^^^^^^^^^^^^^^^^^^^^

- `Reaver `__: Modular Deep

  Reinforcement Learning Framework. Focused on StarCraft II.

  Supports Gym, Atari, and MuJoCo. Matches reference results.

- `python-sc2 `__: A StarCraft II

  API Client for Python 3

Online communities

^^^^^^^^^^^^^^^^^^

-  `StarCraft II AI Discord

   Server `__

-  `Starcraft 2 AI Ladder `__

-  `SC2 AI Wiki `__

-  `StarCraft II Gym `__