Safe Reinforcement Learning via Hierarchical Adaptive Chance-Constraint Safeguards

Zhaorun Chen, Zhuokai Zhao, Tairan He +4

Ensuring safety in Reinforcement Learning (RL), typically framed as a Constrained Markov Decision Process (CMDP), is crucial for real-world exploration applications. Current approa…