Epoch-Incremental Queue-Dyna Algorithm. - Roman Zajdel (ICAISC, 2008)

Fuzzy Q(lambda)-Learning Algorithm. - Roman Zajdel (ICAISC (1), 2010)

Fuzzy Epoch-Incremental Reinforcement Learning Algorithm. - Roman Zajdel (ICAISC (1), 2012)

Epoch-incremental reinforcement learning algorithms. - Roman Zajdel (Int. J. Appl. Math. Comput. Sci., 2013)

Probabilistic neural network training procedure based on Q(0)-learning algorithm in medical data classification. - Maciej Kusy; Roman Zajdel (Appl. Intell., 2014)

Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm. - Maciej Kusy; Roman Zajdel (ICAISC (1), 2015)

Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network. - Maciej Kusy; Roman Zajdel (IEEE Trans. Neural Networks Learn. Syst., 2015)

Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization. - Roman Zajdel; Maciej Kusy (ICAISC (1), 2018)

Epoch-incremental Dyna-learning and prioritized sweeping algorithms. - Roman Zajdel (Neurocomputing, 2018)

Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis. - Roman Zajdel; Maciej Kusy; Jacek Kluska; Tomasz Zabinski (ICAISC (1), 2020)

Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification Problem. - Maciej Kusy; Roman Zajdel; Jacek Kluska; Tomasz Zabinski (IJCNN, 2020)

A weighted wrapper approach to feature selection. - Maciej Kusy; Roman Zajdel (Int. J. Appl. Math. Comput. Sci., 2021)

New data reduction algorithms based on the fusion of instance and feature selection. - Maciej Kusy; Roman Zajdel (Knowl. Based Syst., 2024)