Optimizing thermodynamic trajectories using evolutionary and gradient-based reinforcement learning

Chris Beeler, Uladzimir Yahorau, Rory Coles +3

Using a model heat engine, we show that neural network-based reinforcement learning can identify thermodynamic trajectories of maximal efficiency. We consider both gradient and gra…