Effects of Safety State Augmentation on Safe Exploration

Aivar Sootla, Alexander I. Cowen-Rivers, Jun Wang +1

Safe exploration is a challenging and important problem in model-free reinforcement learning (RL). Often the safety cost is sparse and unknown, which unavoidably leads to constrain…