Will N. Browne

Pittsburgh learning classifier systems for explainable reinforcement learning

2022 · Proceedings of the Genetic and Evolutionary Computation Conference

Interest in reinforcement learning (RL) has recently surged due to the application of deep learning techniques, but these connectionist approaches are opaque compared with symbolic systems. Learning Classifier Systems (LCSs) are evolutionary machine learning systems …