Boundary-Seeking Policy Gradient for Safe Reinforcement Learning

Chenhua Fan, Jiahui Zhu, Yuhang Zhang +1

Safe reinforcement learning maximizes reward subject to safety constraints. For Constrained Markov Decision Processes, the linear-programming view over occupancy measures implies t…