Towards a Practical Understanding of Lagrangian Methods in Safe Reinforcement Learning

Lindsay Spoor, Álvaro Serra-Gómez, Aske Plaat +1

Safe reinforcement learning addresses constrained optimization problems where maximizing performance must be balanced against safety constraints, and Lagrangian methods are a widel…