A robot that reinforcement-learns to identify and memorize important previous observations. - Bram Bakker; Viktor Zhumatiy; Gabriel Gruener; Jürgen Schmidhuber (IROS, 2003)

Adaptive Online Time Allocation to Search Algorithms. - Matteo Gagliolo; Viktor Zhumatiy; Jürgen Schmidhuber (ECML, 2004)

Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot. - Viktor Zhumatiy; Faustino J. Gomez; Marcus Hutter; Jürgen Schmidhuber (IAS, 2006)

Quasi-online Reinforcement Learning for Robots. - Bram Bakker; Viktor Zhumatiy; Gabriel Gruener; Jürgen Schmidhuber (ICRA, 2006)

Usage of compressed domain in fast frameworks. - Hasan Sait Arslan; Simon Archambault; Prakruti Bhatt; Keita Watanabe; Josue Cuevaz; Phuc Le; Denis Miller; Viktor Zhumatiy (Signal Image Video Process., 2022)