Re:End to End Learning for Self-Driving Cars [pdf]
by ksml on Tuesday May 10, 2016 @02:15AM
(#11665448)
This is a great point. Reminds me of how airplanes have redundant flight computers and compare the outputs of the computers to determine if one might be faulty. https://en.wikipedia.org/wiki/Fly-by-wire#Redundancy The output of different self driving models could be compared to handle more difficult driving situations -- I never thought of that.
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Re:End to End Learning for Self-Driving Cars [pdf]
by iamaaditya on Tuesday May 10, 2016 @01:05PM
(#11668718)
This reminds me of ensemble. Most machine learning techniques benefit in accuracy and precision by ensembling different methods. More different the methods are (variance) better improvement you get.