EPISODE · Sep 13, 2017 · 24 MIN
A Guide to DeepMind's StarCraft AI Environment
from Siraj Raval
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 Please Subscribe! And like. And comment. That's what keeps me going. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology 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/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Embed this episode
NOW PLAYING
A Guide to DeepMind's StarCraft AI Environment
No transcript for this episode yet
Similar Episodes
No similar episodes found.
Similar Podcasts
No similar podcasts found.