Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms

Akifumi Wachi, Wataru Hashimoto, Xun Shen +1

Safe exploration is essential for the practical use of reinforcement learning (RL) in many real-world scenarios. In this paper, we present a generalized safe exploration (GSE) prob…