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Hello,
The most recent information I found regarding Bin picking is Dex-Net 2.0 : http://berkeleyautomation.github.io/dex-net/
The code can be found here : https://github.com/BerkeleyAutomation/gqcnn
This method use CNN , I don't know if this can be called "random" but it seem promising.