Model Selection, Reinforcement Learning, Deep Learning.
actions and each selected action is associated with a reward. Objective is to maximize long term reward. Multi arm bandit has been applied in online model selection of many practical applications including Real-Time Bidding (RTB) in [1] as well as Airline Pricing in [2] Our Approach of applying