Imagine to Ensure Safety in Hierarchical Reinforcement Learning

Gregory Gorbov, Artem Latyshev, Aleksandr I. Panov

This work investigates the safe exploration problem in reinforcement learning, where an agent must maximize cumulative performance while simultaneously satisfying safety constraint…