I'd like to ask a question @read.cash about the reinforcement learning recommendation techniques (sorry, I mean technique you use the Deep Learning Convolutional Neural Networks for, as stated by the @TheRandomRewarder.)

How do you (try) solve the multi-armed bandit problem?