Quickly generating diverse valid test inputs with reinforcement learning.
Sameer ReddyCaroline LemieuxRohan PadhyeKoushik SenPublished in: ICSE (2020)
Keyphrases
- reinforcement learning
- wide variety
- function approximation
- model free
- state space
- machine learning
- markov decision processes
- learning algorithm
- test data
- real time
- search algorithm
- reinforcement learning methods
- learning problems
- optimal policy
- dynamic programming
- expert systems
- website
- artificial intelligence
- genetic algorithm
- information retrieval
- real world
- neural network
- databases