Jakub Cerny

First name: Jakub (pronounced as Yakub)

Last name: Cerny (pronounced as Chernee)


About

PhD Candidate at SCSE, Nanyang Technological University, Singapore

A*Star Singa Scholarship Awardee


Research Interests

Artificial intelligence, multi-agent systems, computational game theory, decision making, bounded rationality, robustness, optimization, cooperation


Contact Info

<mylastname> at disroot.org


Education

MSc summa cum laude in Artificial Intelligence (major) and Robotics (minor) at FEE, CTU in Prague

MSc in Discrete Models and Algorithms at Department of Applied Mathematics, FMP, Charles University


Curriculum vitae PDF


Publications

Erdős number 4

Journal papers

The Dark Triad and Strategic Resource Control in a Competitive Computer Game (S. Curtis, A. Basak, J. Carre, B. Bošanský, J. Černý, N. Ben-Asher, M. Gutierrez, D. Jones and C. Kiekintveld ). In Personality and Individual Differences. Elsevier, 2020; PDF

Conference papers

Computing Quantal Stackelberg Equilibrium in Extensive-Form Games (J. Černý, V. Lisý, B. Bošanský, B. An). In Proceedings of Thirty-Fifth AAAI Conference on Artificial Intelligence. AAAI Press, 2021.

Computing Ex Ante Coordinated Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games (Y. Zhang, B. An and J. Černý). In Proceedings of Thirty-Fifth AAAI Conference on Artificial Intelligence. AAAI Press, 2021; PDF

Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player Games (D. Milec, J. Černý, V. Lisý and B. An). In Proceedings of Thirty-Fifth AAAI Conference on Artificial Intelligence. AAAI Press, 2021; PDF

Finite State Machines Play Extensive-Form Games (J. Černý, B. Bošanský and B. An). In Proceedings of the 2020 ACM Conference on Economics and Computation. ACM, 2020; PDF, slides, lightning talk

Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium (J. Černý, V. Lisý, B. Bošanský and B. An). In Proceedings of the 29th International Joint Conference on Artificial Intelligence. AAAI Press, 2020; PDF

Evaluating Models of Human Adversarial Behavior Against Defense Algorithms in a Contextual Multi-Armed Bandit Task (M. Gutierrez, J. Černý, N. Ben-Asher, E. Aharonov-Majar, A. Basak, B. Bošanský, C. Kiekintveld and C. Gonzalez). In Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019; PDF

An Initial Study of Targeted Personality Models in the FlipIt Game (A. Basak, J. Černý, M. Gutierrez, S. Curtis, C. Kamhoua, D. Jones, B. Bošanský and C. Kiekintveld ). In Proceedings of the 2018 Conference on Decision and Game Theory for Security. Springer, 2018; PDF

Incremental Strategy Generation for Stackelberg Equilibria in Extensive Form Games (J. Černý, B. Bošanský and C. Kiekintveld). In Proceedings of the 2018 ACM Conference on Economics and Computation. ACM, 2018; PDF (corrected example), [slides]

Conference Workshop papers and extended abstracts

Evaluating Models of Human Behavior in an Adversarial Multi-Armed Bandit Problem (M. Gutierrez, J. Černý, N. Ben-Asher, E. Aharonov-Majar, A. Basak, B. Bošanský, C. Kiekintveld and C. Gonzalez). International Workshop on Optimization in Multiagent Systems (OptMAS), International Conference on Autonomous Agents and Multiagent Systems (AAMAS). 2019.

Automata Playing Extensive Form Games: Definition and equilibrial complexity (J. Černý). In Pre-proceedings of Game Solving: Theory and Practice Workshop of the 45th International Colloquium on Automata, Languages, and Programming. EATCS, 2018; PDF, [slides]

Diploma theses

Stackelberg Extensive-Form Correlated Equilibrium with Multiple Followers ; PDF, Leaflet

Computational Bounded Rationality ; PDF

Bachelor thesis

Playing General Imperfect-Information Games Using Game-Theoretic Algorithms ; PDF

Seminar works

Computing Stackelberg Equilibria in Extensive-Form Perfect-Information Games with Simultaneous Moves ; PDF

Inferring game models of Atari 2600 games ; PDF

Research project

Towards Universal Game-Theoretic Game Description Language; PDF