Roman Andriushchenko

Roman Andriushchenko
Office: C504
E-Mail:
ORCID: 0000-0002-1286-934X
Address:
Faculty of Informatics
Masaryk University
Botanická 68a
602 00 Brno / Česká republika

My research focuses on formal methods for synthesizing and verifying probabilistic systems, including probabilistic programs and policies for MDPs and POMDPs, with an emphasis on constrained policy synthesis under uncertainty.

Research Areas

Tools

Publications

2025
Symbiotic Local Search for Small Decision Tree Policies in MDPs
Roman Andriushchenko, Milan Ceska, Debraj Chakraborty, Sebastian Junges, Jan Křetínský, Filip Macák
Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025

Student Projects

Open Projects

Ongoing Projects

Finished Projects