Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability

Whiyoung Jung, Myungsik Cho, Jongeui Park +1

Constrained reinforcement learning (RL) is an area of RL whose objective is to find an optimal policy that maximizes expected cumulative return while satisfying a given constraint.…