Partially observable Markov decision process to generate policies in software defect management.
Shirin AkbarinasajiCan KavakliogluAyse BasarAdam NealPublished in: J. Syst. Softw. (2020)
Keyphrases
- software defect
- partially observable markov decision process
- partially observable markov decision processes
- software defect prediction
- decision theoretic
- optimal policy
- dynamic programming
- finite state
- ensemble learning
- planning under uncertainty
- markov decision problems
- state and action spaces
- state space
- belief state
- partially observable
- high confidence
- linear programming
- machine learning