Michal Gregor is a researcher in the field of artificial intelligence and machine learning at the University of Žilina (UNIZA), Faculty of Electrical Engineering and Information Technologies (FEIT), where he also participates in teaching two AI-related courses called Artificial Intelligence 1 and Artificial Intelligence 2. In addition, he currently coordinates the Laboratory of Artificial Intelligence of the University of Žilina (LUIZA).
PhD. in Automation, 2014
University of Žilina
Master's Degree (Ing.) in Automation, 2011
University of Žilina
Bachelor's Degree (Bc.) in Automation, 2009
University of Žilina
tensorflow, keras, scikit-learn, pandas, seaborn, numpy, swig, …
deep learning; reinforcement learning; metaheuristics; decision trees; …
Python, C++, C, PHP, Matlab/Octave, JavaScript, Lua, Visual Basic
LaTeX, HTML, CSS, XML, Markdown
git, svn, hg
Windows, Linux
A 6-month research stay at the UCB. Participation in VEHICAL:
Human driver modeling, psychoacoustic aspects of driving, deep reinforcement learning for decreasing psychoacoustic annoyance.
Activities:
KEGA 014ŽU-4 / 2018: Broadening the content in a field of study with respect to the current requirements of the industry as regards artificial intelligence methods and IT (deputy project leader).
H2020-MSCA-RISE-2016, 734331: SENSIBLE – SENSors and Intelligence in BuiLt Environment.
KEGA 038ŽU-4 / 2017: Laboratory methods of teaching automatic identification and localization using radio-frequency identification technology.
APVV-16-0006: Automated robotic assembly cell as an instrument of concept Industry 4.0 (project coordinator for the University of Žilina).
KEGA 010ŽU-4 / 2013: Modernization of didactic equipment and teaching methods with a focus on the area of robotics.
VEGA 1 / 0453 / 12 Study of interactions of a motor vehicle, traffic flow and road.
…
Lectures, seminars and labs
thesis supervisor, student mentoring, …
Andrej Kováč (2018 / 2019):
BSc. thesis: Scraping Information from the Web and Summarizing it in a
Formatted Output (In Slovak: Scraping informácií z web-u a ich sumarizácia vo
formátovanom výstupe).
Martin Vít (2017 / 2018):
BSc. thesis: Implementation of Artificial Players for 2048 (In Slovak: Implementácia umelých hráčov pre hru 2048).
Lukáš Slováček (2015 / 2016):
BSc. thesis: Chatbot Systems (In Slovak: Chatbot systémy).
Daniel Adamkovič (2017–2018):
Machine learning, deep learning, reinforcement learning, …
Sylvain Courty (2019):
An intern from Université d’Angers; Probabilistic generation of synthetic data for visual object detection.
Martin Vít (2019 / 2020):
MSc. thesis: An Interface for Speech Recognition Using Deep Learning (In Slovak: Rozhranie pre rozpoznávanie reči pomocou metód hlbokého učenia).
Martin Vojtyla (2018 / 2019):
MSc. thesis: Solving Scheduling Problems using MiniZinc (In Slovak:
Riešenie rozvrhovacích problémov pomocou nástroja MiniZinc).
Lukáš Slováček (2017 / 2018):
MSc. thesis: Simulation of Traffic and its Control using SUMO (In Slovak:
Simulácia dopravy a jej riadenia pomocou nástroja SUMO).
Matej Lokaj (2017 / 2018):
MSc. thesis: Grammar Checking based on Recurrent Neural Networks (In Slovak: Kontrola pravopisu na báze rekurentných neurónových sietí).
Jakub Hanes (2016 / 2017):
MSc. thesis: Reinforcement Learning (In Slovak: Učenie s odmenou).
Juraj Kindernay (2016 / 2017):
MSc. thesis: Rebuilding of the graphical user interface for the Fuzzylite library (In Slovak: Prestavba grafického užívateľského rozhrania pre knižnicu Fuzzylite).
Dávid Bujňák (2015 / 2016):
MSc. thesis: Implementation and Solution of a Planning Problem (In Slovak:
Implementácia a riešenie plánovacieho problému).
Michal Jombík (2013 / 2014):
MSc. thesis: Chatbot Systems (In Slovak: Chatbot systémy).
Michal Kubica (2017 / 2018):
MSc. thesis: A Robotic Workplace for Washing Machine Assembly (In Slovak:
Robotizované pracovisko montáže automatickej práčky). Co-advisor: Ing. Anton Tomáš.
Vladimír Cingel (2015 / 2016):
MSc. thesis: Visualization and Control of a Virtual Industrial Robot (In Slovak: Vizualizácia a riadenie virtuálneho priemyselného robota). Co-advisor: Ing. Tomáš Michulek, PhD.
Lukáš Hrčka (2015 / 2016):
MSc. thesis: A Monitoring System for an Automated Industrial Logistic System (In Slovak: Monitorovací systém autonómnej podnikovej logistiky). Co-advisor: Ing. Tomáš Michulek, PhD.
Miloš Kapišovský (2015 / 2016):
MSc. thesis: Control of an Industrial Robot using a PLC Controller (In Slovak: Riadenie priemyselného robota prostredníctvom PLC automatu). Co-advisor: Ing. Peter Marčan.
my qualification theses