Real-time optimization using reinforcement learning.
Kody M. PowellDerek MachalekTitus QuahPublished in: Comput. Chem. Eng. (2020)
Keyphrases
- real time
- reinforcement learning
- robotic control
- optimization algorithm
- optimization problems
- vision system
- function approximation
- optimization method
- data acquisition
- markov decision processes
- learning process
- high speed
- reinforcement learning algorithms
- constrained optimization
- optimal control
- global optimization
- e learning
- state space
- computer vision
- learning algorithm
- genetic algorithm
- multi agent
- model free
- supervised learning
- markov decision process
- action space
- machine learning