Active hypothesis testing in unknown environments using recurrent neural networks and model free reinforcement learning

George Stamatelis, Nicholas Kalouptsidis

A combination of deep reinforcement learning and supervised learning is proposed for the problem of active sequential hypothesis testing in completely unknown environments. We make…