Reinforcement learning for batch process optimization

Reinforcement learning (RL) is an effective ML tool which can be used to optimize nonlinear and stochastic processes. Batch processes fit this description. This project will involve applying RL techniques to derive optimal operating policy for energy-integrated batch processes like batch distillation.