Testing Probabilistic Equivalence Through Reinforcement Learning.
Josée DesharnaisFrançois LavioletteSami ZhiouaPublished in: FSTTCS (2006)
Keyphrases
- reinforcement learning
- markov decision processes
- probabilistic model
- bayesian networks
- test cases
- data driven
- database
- function approximation
- test data
- multi agent
- uncertain data
- test set
- generative model
- state space
- reinforcement learning algorithms
- probabilistic logic
- machine learning
- optimal control
- software testing
- autonomous learning
- conditional probabilities
- least squares
- probability distribution
- learning algorithm
- genetic algorithm
- neural network