2024
Learning Constraints from Offline Demonstrations via Superior Distribution Correction Estimation
ICML 2024poster
An effective approach for learning both safety constraints and control policies is Inverse Constrained Reinforcement Learning (ICRL). Previous ICRL algorithms commonly employ an online learning framework that permits unlimited sampling from an interactive environment. This setting, however, is infea…