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About Deepmind's PathNet..
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Sky89
Apr 21, 2018, 7:54:36 PM4/21/18
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Hello....
About Deepmind's PathNet..
I have read more about Deepmind's PathNet, and i have noticed that we
are going from ‘narrow artificial intelligence’ to successfully
addressing the three requirements of an artificial general intelligence
like: positively transfer trained knowledge in supervised learning
classification tasks and reinforcement learning tasks, read the
following to notice it:
Artificial intelligence up to now, including DeepMind’s AlphaGo, have
been limited to perform well only for a specific task - hence the term
‘narrow artificial intelligence.’ But researchers are beginning to
embrace the arrival of artificial general intelligence, an AI that can
perform any task that a human can. In their recent paper, Google
DeepMind proposes a method into training AGI by using genetic algorithm.
So how well does PathNet perform in action? DeepMind’s experiments show
that PathNet is faster than fine-tuning, and does positively transfer
trained knowledge in supervised learning classification tasks and
reinforcement learning tasks - successfully addressing the three
requirements of an AGI.
Read more here:
http://www.deepbio.co.kr/2017/03/20/Weekly-paper-DeepMinds-PathNet.html
Thank you,
Amine Moulay Ramdane.
About Deepmind's PathNet..
I have read more about Deepmind's PathNet, and i have noticed that we
are going from ‘narrow artificial intelligence’ to successfully
addressing the three requirements of an artificial general intelligence
like: positively transfer trained knowledge in supervised learning
classification tasks and reinforcement learning tasks, read the
following to notice it:
Artificial intelligence up to now, including DeepMind’s AlphaGo, have
been limited to perform well only for a specific task - hence the term
‘narrow artificial intelligence.’ But researchers are beginning to
embrace the arrival of artificial general intelligence, an AI that can
perform any task that a human can. In their recent paper, Google
DeepMind proposes a method into training AGI by using genetic algorithm.
So how well does PathNet perform in action? DeepMind’s experiments show
that PathNet is faster than fine-tuning, and does positively transfer
trained knowledge in supervised learning classification tasks and
reinforcement learning tasks - successfully addressing the three
requirements of an AGI.
Read more here:
http://www.deepbio.co.kr/2017/03/20/Weekly-paper-DeepMinds-PathNet.html
Thank you,
Amine Moulay Ramdane.
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