Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety

Haitong Ma, Yang Guan, Shegnbo Eben Li +3

The safety constraints commonly used by existing safe reinforcement learning (RL) methods are defined only on expectation of initial states, but allow each certain state to be unsa…