Risk-sensitive control as inference with Rényi divergence

Kaito Ito, Kenji Kashima

This paper introduces the risk-sensitive control as inference (RCaI) that extends CaI by using Rényi divergence variational inference. RCaI is shown to be equivalent to log-probabi…