I'm going to go through the steps necessary to install and run the StarCraft II Environment that DeepMind recently open-sourced! I'll discuss DeepMind's RL history, the configuration steps, and then we'll run a pre-trained Deep Q model at the end that will complete a mini-game.
Code for this video:
https://github.com/llSourcell/A-Guide-to-DeepMinds-StarCraft-AI-Environment
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More learning resources:
https://arxiv.org/abs/1708.04782
http://chris-chris.ai/2017/08/30/pysc2-tutorial1/
https://github.com/deepmind/pysc2
https://github.com/Blizzard/s2client-proto
https://deepmind.com/blog/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment/
http://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html
http://neuro.cs.ut.ee/demystifying-deep-reinforcement-learning/
https://blog.openai.com/openai-baselines-dqn/
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