Testing tools and approaches using AI or ML.

TESTAR -  test automation at the GUI level

TESTAR is an open source tool for scriptless test automation through graphical user interface (GUI). 

TESTAR currently supports the following AI / ML based features:

  • Active learning of state models during automated exploration of the GUI of the system under test (SUT)
  • Reinforcement learning based action selection strategies

This course will teach you how to use and configure TESTAR tool to test your SUT.

SaFRel & RELOAD

 Open source reinforcement learning performance testing framework containing two test agents, namely SaFReL and RELOAD, for generating platform- and workload-based performance test conditions. https://github.com/mahshidhelali/RL-Assisted-Performance-Testing