Human-Readable Programs as Actors of Reinforcement Learning Agents Using Critic-Moderated Evolution

Senne Deproost, Denis Steckelmacher, Ann Nowé

With Deep Reinforcement Learning (DRL) being increasingly considered for the control of real-world systems, the lack of transparency of the neural network at the core of RL becomes…