Hi! I am Oleh, a Ph.D. student in the GRASP lab at the University of Pennsylvania and a student researcher at Google. I am advised by Kostas Daniilidis and Sergey Levine.
My research interests are in unsupervised intelligent agents, agents with internal world models, and data-driven agent training. Most of my recent work is on visual model-based reinforcement learning.I received my bachelor's degree from Czech Technical University in Prague, where I worked with Tomas Pajdla. I've spent time at INRIA with Josef Sivic, TiTech with Akihiko Torii, and UC Berkeley with Sergey Levine, Dinesh Jayaraman, and Chelsea Finn.
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This is a list some books and shorter papers that changed my understanding of the field of AI and science in general. I hope you might find this useful too! The list is evolving, and suggestions for new reading material are welcome.
Books:
The Structure of Scientific Revolutions , Thomas S. Kuhn.
Vision , David C. Marr.
Short works:
Computing Machinery and Intelligence , Alan M. Turing.
The importance of stupidity in scientific research , Martin A. Schwartz.
You and Your Research , Richard W. Hamming.
As we may think , Vannevar Bush.
Levels of Analysis for Machine Learning , Jessica Hamrick, Shakir Mohamed.
I am always looking for collaborators and students who are strongly motivated to work on a research project, including students who want to do a Master's thesis. Check out some of my work above and if you find it interesting, do send me an email!
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