Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology.
Nicholas BallardKiarash FarajzadehaharyShaghayegh HamzehlouUsue MoriJosé M. AsuaPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- markov chain
- reinforcement learning
- state space
- control problems
- optimal control
- optimization algorithm
- online learning
- function approximation
- optimization process
- optimization problems
- control system
- robot control
- markov decision processes
- image processing
- control method
- reinforcement learning algorithms
- action selection
- control strategies
- machine learning
- robotic control
- optimization method
- dynamic programming
- global optimization
- combinatorial optimization
- temporal difference
- optimal policy
- multi agent