XCS as a reinforcement learning approach to automatic test case prioritization

1 code implementation • GECCO 2020 • Lukas Rosenbauer, Anthony Stein, Roland Maier, David Pätzel, Jörg Hähner

We are the first to apply XCS classifier systems (XCS) for this use case and reveal that XCS is not only suitable for this problem, but can also be superior to the aforementioned neural network and leads to more stable results.

reinforcement-learning Reinforcement Learning (RL)

XCS Classifier System with Experience Replay

no code implementations • 13 Feb 2020 • Anthony Stein, Roland Maier, Lukas Rosenbauer, Jörg Hähner

XCS constitutes the most deeply investigated classifier system today.