Utility-Constrained Policy Optimization

Mehrdad Moghimi, Bernardo Avila Pires

Constrained MDPs (CMDPs) are a widely adopted framework for incorporating safety into RL agents; however, the framework does not support risk-sensitive constraints. This can be pro…