Publications
Department of Adaptive Systems
We Conduct Excellence-Driven Scientific Research
Selected Publications
We pursue innovative and interdisciplinary research grounded in scientific rigor, contributing to the advancement of knowledge and real-world solutions across a wide range of fields.
Books
Kárný M., Böhm J., Guy T.V., Jirsa L., Nagy I., Nedoma P., Tesař L.: Optimized Bayesian Dynamic Advising: Theory and Algorithms, Springer, London, 2006
Guy T.V., Kárný M., Wolpert D. H.: Decision Making: Uncertainty, Imperfection, Deliberation and Scalability, Springer, Studies in Computational Intelligence 538, 2014
Šmídl V., Quinn A.: The Variational Bayes Method in Signal Processing, Springer, Heidelberg 2005
Kulhavý R.: Recursive Nonlinear Estimation. A Geometric Approach, Springer, Lecture Notes in Control and Information Sciences 216, London 1996
Recent journal papers
- Kárný M.: Optimised conjugate prior for model structure estimation in the exponential family, Expert Systems with Applications 283:127716, 2025
- Belda K., Venkrbec L., Jirsa J.: Modelling, Control Design and Inclusion of Articulated Robots in Cyber-Physical Factories, Actuators 14:14030129, 2025
- Brožová A., Šmídl V., Tichý O., Evangeliou N.: Spatial-temporal source term estimation using deep neural network prior and its application to Chernobyl wildfires, Journal of Hazardous Materials 448:137510, 2025
- Ruman M., Guy T.V.: Knowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function, IEEE Access 12(1):177204-177218, 2024
- Kárný M., Molnárová S.: Discounted fully probabilistic design of decision rules, Information Sciences 690:121578, 2024
- Pekař L., Matušů R., Song M., Kuklišová P.L., Gao Q.: Asymmetric System Model Param- eters Identification Framework via Relay Feedback, IEEE Access 11(1): 82257-75, 2023
- Guy T. V., Homolová J., Gaj A.: Indirect Dynamic Negotiation in the Nash Demand Game, IEEE Access 10(1):105008-21, 2022
Science publications
The complete list of publications is available at the website of the Institute of Information Theory and Automation (UTIA), Czech Academy of Sciences.