Multi-Task Learning in Atari Video Games with Emergent Tangled Program Graphs

Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by nivwusquorum on Tuesday July 18, 2017 @02:38AM (#14794658)

Those are really old results. They should compare to this one: https://arxiv.org/pdf/1511.06581.pdf

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by csl on Tuesday July 18, 2017 @03:03AM (#14794759)

How can the results be old when the paper is from 2017?

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by aqsalose on Tuesday July 18, 2017 @03:26AM (#14794850)

They are comparing their genetic programming results with a deep learning paper published in 2015. [1]

[1] https://www.nature.com/nature/journal/v518/n7540/abs/nature1...

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by phoe-krk on Tuesday July 18, 2017 @03:58AM (#14794975)

What a time to live in, when papers from 2015 are "really old" in 2017.

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by baq on Tuesday July 18, 2017 @05:04AM (#14795207)

1 deep learning year is about 49 dog years.

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by amelius on Tuesday July 18, 2017 @04:19AM (#14795053)

It highly depends on the field you're in though.

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by posterboy on Tuesday July 18, 2017 @06:00AM (#14795397)

What is "exponential growth"!

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by sk0g on Tuesday July 18, 2017 @08:28AM (#14795959)

It's more logarithmic, isn't it? Right now we're at the beginning stage, where there's massive discoveries and changes happening, but in say, 50 years time, there won't be much changing year-to-year.

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by jcranberry on Tuesday July 18, 2017 @10:00AM (#14796524)

Logarithmic or logistic?

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Re:Multi-Task Learning in Atari Video Games with Emergent Ta... by higgsfield on Tuesday July 18, 2017 @02:42AM (#14794676)

this is old too

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