Bayesian Policy Gradients via Alpha Divergence Dropout Inference

Peter Henderson, Thang Doan, Riashat Islam +1

Policy gradient methods have had great success in solving continuous control tasks, yet the stochastic nature of such problems makes deterministic value estimation difficult. We pr…