Safe Chance Constrained Reinforcement Learning for Batch Process Control.
Max MowbrayPanagiotis PetsagkourakisEhecatl Antonio del Rio-ChanonaRobin SmithDongda ZhangPublished in: CoRR (2021)
Keyphrases
- process control
- chance constrained
- reinforcement learning
- stochastic programming
- robust optimization
- control system
- knapsack problem
- computationally tractable
- chance constraints
- chance constrained programming
- dynamic programming
- state space
- multistage
- reverse logistics
- linear program
- learning algorithm
- markov decision processes
- real time
- optimal policy
- fuzzy logic