RESEARCHER

Jurij Ružejnikov

📧 Email: ruzejnikov@utia.cas.cz, ruzheinikau@email.cz
📞 Phone: +420 266 052 347, +420 777 772 243

🔬 Research Interests

Probabilistic modelling Fusion of models Opinion merging

📚 Education

Czech Technical University in Prague – Faculty of Nuclear Sciences and Physical Engineering Bachelor’s Degree – Applied Mathematical Stochastic Methods – Thesis: Bayesian estimation for adaptive dynamic decision-making Master’s Degree – Applied Mathematical Stochastic Methods – Thesis: Targeted merging of customers’ opinions based on trust

List of publications

  1. Ružejnikov Jurij, Guy Tatiana Valentine :  Robust sequential decision-making in adversarial environments , Systems Science & Control Engineering vol.14, 2646376 [2026] Download Download DOI: 10.1080/21642583.2026.2646376

  1. Ružejnikov Jurij :  Robust Sequential Decision-Making in Adversarial Environments: Codebase, ( 2025) [2025] Download
  2. Ružejnikov Jurij, Guy Tatiana Valentine :  Targeted Trust-Based Merging of Customers’ Opinions , Artificial Neural Networks and Machine Learning – ICANN 2025, p. 351-365 , Eds: Senn W., Sanguineti M., Saudargiene A., Tetko I. V., Villa A. E. P., Jirsa V., Bengio Y., ICANN 2025: International Conference on Artificial Neural Networks /34./, (Kaunas, LT, 20250909) [2025] Download DOI: 10.1007/978-3-032-04555-3_29
  3. Ružejnikov Jurij, Guy Tatiana Valentine :  MDP-Based Analysis of Agent Interactions: From Collaborative to Adversarial Dynamics , DYNALIFE 2025 : Quantum Information and Decision Making in Life Sciences: Book of Abstracts, p. 16-19 , Eds: Guy Tatiana Valentine, Pelikán Martin, Kárný Miroslav, Gaj Aleksej, Ružejnikov Jurij, Ruman Marko, DYNALIFE 2025 : Conference on QUANTUM INFORMATION AND DECISION MAKING IN LIFE SCIENCES, (Prague, CZ, 20250428) [2025] Download
  4. Ružejnikov Jurij :  Adapting Value Iteration with Adversarial Risk Analysis for Secure Reinforcement Learning , DYNALIFE : Theoretical Biology Meets Big Data: Dynamical Systems, Machine Learning, and Applications in Life Sciences, DYNALIFE 2025 : Conference on QUANTUM INFORMATION AND DECISION MAKING IN LIFE SCIENCES, (Prague, CZ, 20250428) [2025] Download
  5. Guy Tatiana Valentine, Kárný Miroslav, Gaj Aleksej, Ruman Marko, Ružejnikov Jurij, Pelikán M. :  2025 DYNALIFE Conference on QUANTUM INFORMATION AND DECISION MAKING IN LIFE SCIENCES PROGRAMME and ABSTRACTS, Czech University of Life Sciences Prague, (Prague 2025) , DYNALIFE 2025 : Conference on QUANTUM INFORMATION AND DECISION MAKING IN LIFE SCIENCES, (Prague, CZ, 20250428) [2025] Download DOI: https://doi.org/10.5281/zenodo.15854639