Budgeted Reinforcement Learning in Continuous State Space

Nicolas Carrara, Edouard Leurent, Romain Laroche +3

A Budgeted Markov Decision Process (BMDP) is an extension of a Markov Decision Process to critical applications requiring safety constraints. It relies on a notion of risk implemen…