Mean first-passage time control policy versus reinforcement-learning control policy in gene regulatory networks.
Golnaz VahediBabak FaryabiJean-François ChamberlandAniruddha DattaEdward R. DoughertyPublished in: ACC (2008)
Keyphrases
- control policy
- reinforcement learning
- gene regulatory networks
- long run
- approximate dynamic programming
- control policies
- reverse engineering
- gene regulatory
- network model
- regulatory networks
- gene expression data
- biological data
- average cost
- boolean networks
- structure learning
- neural network
- machine learning
- function approximation
- markov decision processes
- learning algorithm
- bayesian inference
- optimal control
- microarray
- supervised learning
- state space
- dynamic programming
- high dimensional
- artificial intelligence