2022
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments
NeurIPS 2022accept
Traditional biological and pharmaceutical manufacturing plants are controlled by human workers or pre-defined thresholds. Modernized factories have advanced process control algorithms such as model predictive control (MPC). However, there is little exploration of applying deep reinforcement learning…