Safe Deployment of Offline Reinforcement Learning via Input Convex Action Correction

Alex Durkin, Jasper Stolte, Matthew Jones +4

Offline reinforcement learning (offline RL) offers a promising framework for developing control strategies in chemical process systems using historical data, without the risks or c…