Safe Reinforcement Learning with Learned Non-Markovian Safety Constraints

Siow Meng Low, Akshat Kumar

In safe Reinforcement Learning (RL), safety cost is typically defined as a function dependent on the immediate state and actions. In practice, safety constraints can often be non-M…