End to End Learning for Self-Driving Cars [pdf]
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End to End Learning for Self-Driving Cars [pdf]
1–10 of 102 posts
Re: End to End Learning for Self-Driving Cars [pdf]
#2This 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]
#3This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
Yeah,make sense.
But this is the first example I've seen where the network is trained only with driver's input. Has anyone seen this kind of approach before?
Re: End to End Learning for Self-Driving Cars [pdf]
#4This 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]
#5Nvidia 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]
#6Cool trivia: the building is in Holmdel, NJ and is really nice but sat abandoned for years. Companies can rent coworking space now, they're rebranding as "Bell Works" (http://bell.works)
Re: End to End Learning for Self-Driving Cars [pdf]
#7This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
This technology is much more universal than just autonomous cars.
Re: End to End Learning for Self-Driving Cars [pdf]
#8This is really interesting, but I'd want autonomous cars to be better than humans at driving, not to emulate them.
Yeah,make sense. But this is the first example I've seen where the network is trained only with driver's input. Has anyone seen this kind of approach before?
Re: End to End Learning for Self-Driving Cars [pdf]
#9This 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.
Re: End to End Learning for Self-Driving Cars [pdf]
#10This 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.