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Jakub Cerny

3 accepted papers

2025

GUARD: Constructing Realistic Two-Player Matrix and Security Games for Benchmarking Game-Theoretic Algorithms

NeurIPS 2025spotlight

Game-theoretic algorithms are commonly benchmarked on recreational games, classical constructs from economic theory such as congestion and dispersion games, or entirely random game instances. While the past two decades have seen the rise of security games -- grounded in real-world scenarios like pat…

Cited by 0SourcecodeScholar
2020

Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium

IJCAI 2020poster

Stackelberg security games (SSGs) have been deployed in many real-world situations to optimally allocate scarce resource to protect targets against attackers. However, actual human attackers are not perfectly rational and there are several behavior models that attempt to predict subrational behavior…

Cited by 0SourcePDFScholar