Conservative Distributional Reinforcement Learning with Safety Constraints

Hengrui Zhang, Youfang Lin, Sheng Han +2

Safety exploration can be regarded as a constrained Markov decision problem where the expected long-term cost is constrained. Previous off-policy algorithms convert the constrained…