Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks.
Utku SirinFaruk PolatReda AlhajjPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2017)
Keyphrases
- partially observable
- batch mode
- gene regulatory networks
- reinforcement learning
- reverse engineering
- learning algorithm
- network model
- state space
- control policy
- gene expression data
- incremental learning
- active learning
- markov decision processes
- dynamical systems
- decision problems
- bayesian inference
- supervised learning
- structure learning
- dynamic bayesian networks
- optimal policy
- reward function
- belief state
- machine learning
- learning process
- infinite horizon
- graphical models
- feature selection
- semi supervised
- microarray
- dynamic programming
- planning domains