Development of algorithms for augmenting and replacing conventional process control using reinforcement learning.
Daniel BeahrDebangsu BhattacharyyaDouglas A. AllanStephen E. ZitneyPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- process control
- reinforcement learning
- learning algorithm
- orders of magnitude
- computationally efficient
- computational complexity
- computational cost
- control system
- significant improvement
- knowledge management
- neural network
- optimization problems
- model free
- function approximation
- simulated annealing
- manufacturing process
- stochastic approximation
- times faster
- machine learning algorithms
- worst case
- case study
- data mining