Constrained Upper Confidence Reinforcement Learning

Liyuan Zheng, Lillian J. Ratliff

Abstract: Constrained Markov Decision Processes are a class of stochastic decision problems in which the decision maker must select a policy that satisfies auxiliary cost constraints. This paper extends uppe...