Constrained Policy Optimization via Sampling-Based Weight-Space Projection

Shengfan Cao, Francesco Borrelli, Eunhyek Joa

Safety-critical learning requires policies that improve performance without leaving the safe operating regime. We study constrained policy learning where model parameters must sati…