1. Karakovskiy, S.; Togelius, J. The Mario AI Benchmark and Competitions, published in IEEE Transactions on Computational Intelligence and AI in Games (T-CIAIG),  pdf, reference
  2. J. Togelius, G. N. Yannakakis, N. Shaker, and S. Karakovskiy, “Assessing believability,” in Believable Bots, P. Hingston, Ed. Springer, 2012
  3. S. Karakovskiy, “Solving the mario ai benchmark with multidimensional recurrent neural networks,” Master’s thesis, University of Lugano, 2010
  4. Julian Togelius, Sergey Karakovskiy and Robin Baumgarten "The 2009 Mario AI Competition", in proceedings of CEC/WCCI, 2010
  5. Julian Togelius, Sergey Karakovskiy, Jan Koutnik and Jürgen Schmidhuber (2009):Super Mario Evolution. In proceedings of CIG 2009
  6. Sergey Karakovskiy, “Automated classification of text document in clustering problem”. St. Petersburg University Bulletin, 2006, vol. 10(1), p. 352-355. 
  7. Maxim Mozgovoy, Sergey Karakovskiy and Vitaly Klyuev, “Fast and Reliable Plagiarism Detection System”, 37th ASEE/IEEE Frontiers in Education Conference, 1-4244-1084-3/07, October 10-13, 2007, Milwaukee, WI.