Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent.
Mahshid Helali MoghadamGolrokh HamidiMarkus BorgMehrdad SaadatmandMarkus BohlinBjörn LisperPasqualina PotenaPublished in: CEC (2021)
Keyphrases
- reinforcement learning
- multi agent
- test cases
- action selection
- test generation
- software testing
- test data
- multi agent systems
- intelligent agents
- statistical tests
- autonomous learning
- multiagent systems
- learning agents
- test suite
- decision making
- temporal difference
- learning capabilities
- multiple agents
- testing process
- agent architecture
- autonomous agents
- decision theoretic
- learning algorithm
- state abstraction
- learning agent
- test sequences
- agent technology
- test case generation
- multi agent environments
- test set
- mobile agents
- single agent
- partially observable
- markov decision processes
- function approximation
- regression testing
- usability testing
- data driven
- software agents
- reinforcement learning agents
- model based testing
- agent receives