On Tackling Complex Tasks with Reward Machines and Signal Temporal Logics

Ana María Gómez Ruiz, Thao Dang, Alexandre Donzé

We propose a Reinforcement Learning (RL) based control design framework for handling complex tasks. The approach extends the concept of Reward Machines (RM) with Signal Temporal Lo…