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#deepmind#starcraftii#reinforcementlearning

DeepMind Publishes StarCraft II Learning Environment | Two Minute Papers #182

Two Minute Papers

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  • Presented by Károly Zsolnai-Fehér, creator of Two Minute Papers
  • Linked in the descriptionBlizzard/s2client-protoarXiv 1708.04782
  • May be out of date. Uploaded 9 years ago, in an area where tools change fast.

Intermediate. Assumes working knowledge.

119K views9 years ago1 recommendation

AI and machine learningGame developmentReinforcement learningNeural networks and deep learningUnity, Unreal and Godot

Károly Zsolnai-Fehér explains DeepMind and Blizzard's release of the StarCraft II research environment for reinforcement learning.

The paper "StarCraft II: A New Challenge for Reinforcement Learning" and its source code is available here: arxiv.org/abs/1708.04782 github.com/Blizzard/s2client-proto WE WOULD LIKE TO THANK OUR GENEROUS PATREON SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE: Andrew Melnychuk, Christian Lawson, Dave Rushton-Smith, Dennis Abts, e, Eric Swenson, Esa Turkulainen, Kaben Gabriel Nanlohy, Michael Albrecht, Michael Orenstein, Steef, Sunil Kim, Torsten Reil. patreon.com/TwoMinutePapers Two Minute Papers Merch: US: twominutepapers.com/ EU/Worldwide: shop.spreadshirt.net/TwoMinutePapers/ Music: Antarctica by Audionautix is licensed under a Creative Commons Attribution license (creativecommons.org/licenses/by/4.0/) Artist: audionautix.com/ Thumbnail background image credit: Blizzard - media.blizzard.com/sc2/media/wallpapers/wall000/wall000-1600… Splash screen/thumbnail design: Felícia Fehér - felicia.hu Károly Zsolnai-Fehér's links: Facebook → facebook.com/TwoMinutePapers/ Twitter → twitter.com/karoly_zsolnai Web → cg.tuwien.ac.at/~zsolnai/

Why it's here

1 person recommends this

What people say. Recommended as a decent short summary of the StarCraft II AI research paper.

u/LoadBytein r/programming • Recommends

On “A paper on StarCraft 2 AI”

Here's a decent 6-minute summary of the paper by "Two Minute Papers" on YouTube. P.S. I discovered his channel via this paper and found he has lots of other great videos on AI, machine learning, and graphics that are worth watching if you're into this sort of thing :)