Reinforcement Learning for Batch Bioprocess Optimization.
Panagiotis PetsagkourakisIlya Orson SandovalEric BradfordDongda ZhangEhecatl Antonio del Rio-ChanonaPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- optimization algorithm
- function approximation
- markov decision processes
- learning algorithm
- temporal difference learning
- batch mode
- optimization problems
- machine learning
- optimal policy
- optimization model
- discrete optimization
- optimization method
- global optimization
- constrained optimization
- reinforcement learning algorithms
- e learning