Dataset automatically constructed from public images uploaded by users on FB/Instagram with hashtags used as labels! They refer to this as 'weakly supervised learning'. Then neural net fine-tuned for ImageNet and achieved record 85.4% accuracy.
Genetic algorithms are a competitive alternative for training deep neural networks for reinforcement learning.
For paper see: https://arxiv.org/pdf/1712.06567.pdf