pysc2
smac
| pysc2 | smac | |
|---|---|---|
| 6 | 2 | |
| 7,915 | 1,001 | |
| 0.2% | 2.3% | |
| 3.1 | 3.8 | |
| 10 months ago | 3 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pysc2
- Project For Beginners [StarCraft 2 AI]
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[D] What tool do you use for reinforcement learning experimentation?
Good evening, guys. I currently use StarCraft 2 as a tool for experimenting with my deep reinforcement learning projects, I have also used OpenAI Gym.
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[D] Which GPU cloud do you use and recommend?
DRL experiments using StarCraft II Learning Environment.
- How A.I. Conquered Poker
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Tips for a beginner
If you are looking to develop a machine-learning based bot you can go with pysc2: https://github.com/deepmind/pysc2
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How AI works in big RTS games?
in terms of deepmind: https://github.com/deepmind/pysc2 source code if you want to take a look.
smac
What are some alternatives?
python-sc2 - A StarCraft II bot api client library for Python 3
Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
lolgym - PyLoL OpenAI Gym Environments for League of Legends v4.20 RL Environment (LoLRLE)
IC3Net - Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
Galaxy-Observer-UI - Toolset to create Observer Interfaces for StarCraft II / Heroes of the Storm. https://ahli.github.io/Galaxy-Observer-UI/#/
tensor2tensor - Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
gym - A toolkit for developing and comparing reinforcement learning algorithms.
F2HabitBreaker - Overlay to stop me clicking the All Army hotkey in SC2
s2client-proto - StarCraft II Client - protocol definitions used to communicate with StarCraft II.
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
pylol - League of Legends v4.20 RL Environment (LoLRLE)
nablaDFT - nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset