Mańdziuk, Jacek

12 publications

ECML-PKDD 2025 A Unified View of Abstract Visual Reasoning Problems Mikolaj Malkinski, Jacek Mandziuk

IJCAI 2025 A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning Mikolaj Malkinski, Jacek Mandziuk

IJCAI 2025 Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Mikolaj Malkinski, Jacek Mandziuk

AAAI 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution Adam Zychowski, Andrew Perrault, Jacek Mandziuk

ICML 2025 Reasoning Limitations of Multimodal Large Language Models. a Case Study of Bongard Problems Mikołaj Małkiński, Szymon Pawlonka, Jacek Mańdziuk

AAAI 2024 Coevolutionary Algorithm for Building Robust Decision Trees Under Minimax Regret Adam Zychowski, Andrew Perrault, Jacek Mandziuk

AAAI 2024 One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems Mikolaj Malkinski, Jacek Mandziuk

AAAI 2023 Don't Predict Counterfactual Values, Predict Expected Values Instead Jeremiasz Wolosiuk, Maciej Swiechowski, Jacek Mandziuk

AISTATS 2022 Duel-Based Deep Learning System for Solving IQ Tests Paulina Tomaszewska, Adam Żychowski, Jacek Mańdziuk

IJCAI 2022 Evolutionary Approach to Security Games with Signaling Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran

AAAI 2020 Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games Jan Karwowski, Jacek Mandziuk

AAAI 2019 A Memetic Approach for Sequential Security Games on a Plane with Moving Targets Jan Karwowski, Jacek Mandziuk, Adam Zychowski, Filip Grajek, Bo An