Squashing Resource Exhaustion Bugs with Black-Box Fuzzing and Reinforcement Learning.
Leon FernandezGunnar KarlssonPublished in: ICSRS (2023)
Keyphrases
- black box
- reinforcement learning
- test cases
- black boxes
- function approximation
- white box testing
- white box
- resource allocation
- temporal difference
- source code
- hybrid systems
- state space
- integration testing
- agent receives
- rule extraction
- reinforcement learning algorithms
- markov decision processes
- state transition
- software systems
- neural network
- software testing
- database
- supervised learning
- object oriented
- dynamic programming
- databases
- data sets