Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
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Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#2If you end up blocked by a popup blocker, or just don't feel like reading fluff, or like me you've got the browser locked down too tightly for their integrated video player to work, the paper is at https://arxiv.org/pdf/1606.01868v1.pdf and the video mentioned is (probably, since I didn't see the original) at https://www.youtube.com/watch?v=0yI2wJ6F8r0 .
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#3It might be a interesting future if computers become powerful enough to be able to run this kind of IA. Then games companies might be able to use directly a generic IA like this instead of developing specific ones. But I suppose it will be hard to do and won't happen (if it does) before a long time.
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#4The text of the article is cut in half for me. Can anyone else confirm the same rendering behavior?
http://i.imgur.com/FfcXAmi.png
I am on Windows 7 using Chrome 51.0.2704.79 m and the text issue occurs in incognito mode as well.
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#5Is it really true that Montezuma's Revenge is more challenging for DeepMind than Go, as they mention in the article?
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#6Is it really true that Montezuma's Revenge is more challenging for DeepMind than Go, as they mention in the article?
Isn't DeepMind just an umbrella term like Watson? I would guess that AlphaGo and the software that learns games like this are distinct.
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#7Is it really true that Montezuma's Revenge is more challenging for DeepMind than Go, as they mention in the article?
Isn't DeepMind just an umbrella term like Watson? I would guess that AlphaGo and the software that learns games like this are distinct.
DeepMind is the name of an AI company that was acquired by Google.
AlphaGo is the program that beat Go. These game playing algorithms are variations of Deep Q Learning Reinforcement Learning algos.
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#8So lets say I take the trained network, and flip the color of the pixels, and make some other cosmetic changes (keeping the game intact). Will the network then solve it in the first try?
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#9Earlier quoted context omitted.
Isn't DeepMind just an umbrella term like Watson? I would guess that AlphaGo and the software that learns games like this are distinct.
DeepMind is the name of an AI company that was acquired by Google. https://deepmind.com/ AlphaGo is the program that beat Go. These game playing algorithms are variations of Deep Q Learning Reinforcement Learning algos.
And here's the related paper, "Unifying Count-Based Exploration and Intrinsic Motivation": https://arxiv.org/abs/1606.01868
Tech journalism isn't at its best when it can't distinguish between WOPR and a team of researchers.
Re: Deep Mind Playing Montezuma's Revenge with Intrinsic Motivation [video]
#10On behalf of all who have "played" Montezuma's Revenge for real, let me say we look forward to the day when it can be outsourced to the Cloud.