This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
They need some sort of prefilter to remove any bad driving habits before training begins I suppose.
End to End Learning for Self-Driving Cars [pdf]
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Re: End to End Learning for Self-Driving Cars [pdf]
#12Nvidia is one of the main reasons my computers, I do not want this true of my cars as well. Edit - Is a joke really worth this many downvotes? I mean who hasn't had occasional trouble with Nvidia drivers and games?
Re: End to End Learning for Self-Driving Cars [pdf]
#13Earlier quoted context omitted.
They need some sort of prefilter to remove any bad driving habits before training begins I suppose.
I imagine with enough training data from enough drivers that bad habits will disappear as noise.
Re: End to End Learning for Self-Driving Cars [pdf]
#14Earlier quoted context omitted.
They need some sort of prefilter to remove any bad driving habits before training begins I suppose.
I imagine with enough training data from enough drivers that bad habits will disappear as noise.
Re: End to End Learning for Self-Driving Cars [pdf]
#15This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
Re: End to End Learning for Self-Driving Cars [pdf]
#16This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
Re: End to End Learning for Self-Driving Cars [pdf]
#17This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
There are real potential advantages to training networks using human behaviors. For example, the person-to-person communication that takes place while driving might be better understood by machines this way. - Was that an obscene gesture or a thank you wave? - Did the other driver suggest I go forward or tell me to stop? - etc
Re: End to End Learning for Self-Driving Cars [pdf]
#18This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
Even if it was trained to drive like a human, it'd be better in many ways: It never gets drunk, doesn't get tired, doesn't get distracted, can drive old people (or anyone) around who shouldn't be driving anymore, etc.
Re: End to End Learning for Self-Driving Cars [pdf]
#19Re: End to End Learning for Self-Driving Cars [pdf]
#20This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
Even if it was trained to drive like a human, it'd be better in many ways: It never gets drunk, doesn't get tired, doesn't get distracted, can drive old people (or anyone) around who shouldn't be driving anymore, etc.
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