Matej Straka
I am a PhD student at the Department of Applied Mathematics, Faculty of Mathematics and Physics, Charles University in Prague under the supervision of Martin Schmid.
My main research interest is deep reinforcement learning.
Teaching:
- Winter term 2025/2026:
- Lineární Algebra I - cvičení, pondělí 10:40, N3
- Summer term 2024/2025:
- Deep Reinforcement Learning - consultations, Wednesday 14:00
Contact:
Faculty of Mathematics and Physics, Charles University in Prague
Malostranské nám. 25, 118 00 Praha 1
Czech Republic
Room S 320, 3rd floor, Malá Strana
e-mail: straka@kam.mff.cuni.cz
Publications:
- Straka, M., Schmid, M. "Artificial Generals Intelligence: Mastering Generals.io with Reinforcement Learning." arXiv preprint arXiv:2507.06825 (2025) [URL].
- Adamyan, A., Cizek, T., Straka, M., Janouskova, K., and Schmid, M. "SAM2RL: Towards Reinforcement Learning Memory Control in Segment Anything Model 2." arXiv preprint arXiv:2507.08548 (2025) [URL].
- Pidnebesna A., Hartman D., Pokorná A., Straka M., Hlinka J. "Computing approximate global symmetry of complex networks with application to brain lateral symmetry." Information Systems Frontiers, Springer, 2025 [URL].