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Google DeepMind could play StarCraft

15 点作者 wwilson大约 9 年前

4 条评论

xofspades大约 9 年前
Wouldn't DeepMind have an unfair advantage, since the best human players are restricted by how fast they can use the mouse and keyboard (measured in actions per minute / APM), whereas DeepMind can easily outperform a human in APM?
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nickpsecurity大约 9 年前
I call massive bullshit until I see it. StarCraft was one of my favorite games ever due to good design of course but also all skills required to be good at it. There&#x27;s literally so many ways to approach an AI with humans stomping them in hilarious ways basically every time.<p>They&#x27;d benefit best by categorizing attack strategies, counter strategies, aspects&#x2F;units on map, and so on. The DeepMind system would do all that in a way that converts raw data into small, actionable information. Traditional methods could do pathfinding, buildup, time-limited decisions, micro-ing, and so on. A hybrid system seems best here.<p>They&#x27;re not just going to throw DeepMind at it and beat good humans. We&#x27;ll find its patterns, then outsmart it. Especially the pro&#x27;s.<p>Competitions with bots and humans below:<p><a href="http:&#x2F;&#x2F;webdocs.cs.ualberta.ca&#x2F;~cdavid&#x2F;starcraftaicomp&#x2F;report2015.shtml" rel="nofollow">http:&#x2F;&#x2F;webdocs.cs.ualberta.ca&#x2F;~cdavid&#x2F;starcraftaicomp&#x2F;report...</a><p>Great survey of the problem domain and various techniques here:<p><a href="http:&#x2F;&#x2F;webdocs.cs.ualberta.ca&#x2F;~cdavid&#x2F;pdf&#x2F;starcraft_survey.pdf" rel="nofollow">http:&#x2F;&#x2F;webdocs.cs.ualberta.ca&#x2F;~cdavid&#x2F;pdf&#x2F;starcraft_survey.p...</a><p>EDIT to add:<p>I suggest a title change along the lines of &quot;DeepMind will try to beat StarCraft next.&quot; That&#x27;s more accurate in terms of both reality and original article.
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tonyle大约 9 年前
I have a feeling that it would just have one main strategy and micro it&#x27;s way out of any situation. Imagine a computer version of polt or marineking.
arcanus大约 9 年前
Think the title means to say &#x27;starcraft&#x27;.<p>Interesting how deepmind started with atari, moved to go, and is staying on mastering games.