Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks.
Mahdi ImaniSeyede Fatemeh GhoreishiPublished in: IEEE Intell. Syst. (2021)
Keyphrases
- finite horizon
- optimal policy
- gene regulatory networks
- infinite horizon
- single product
- markov decision processes
- inventory control
- markov decision process
- control policies
- average cost
- dynamic bayesian networks
- bayesian inference
- multistage
- dynamic programming
- reverse engineering
- network model
- inventory policy
- gene expression data
- expected reward
- bayesian networks
- lot size
- state space
- long run
- biological data
- optimal control
- non stationary
- sufficient conditions
- lost sales
- reinforcement learning
- total cost
- probabilistic inference
- data analysis
- optimal solution
- data sets