Intervention in gene regulatory networks via greedy control policies based on long-run behavior.
Xiaoning QianIvan IvanovNoushin GhaffariEdward R. DoughertyPublished in: BMC Syst. Biol. (2009)
Keyphrases
- long run
- control policies
- control policy
- gene regulatory networks
- optimal policy
- short run
- dynamic programming
- infinite horizon
- reverse engineering
- finite horizon
- network model
- average cost
- gene expression data
- state space
- markov decision processes
- reinforcement learning
- biological data
- dynamic bayesian networks
- search algorithm
- bayesian inference
- sufficient conditions
- multistage
- structure learning
- control system
- data sets
- markov decision process
- machine learning
- data mining