Search Results for author: Adam Żychowski

Found 4 papers, 1 papers with code

Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret

1 code implementation14 Dec 2023 Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

It outperformed all competing methods on 13 datasets with adversarial accuracy metrics, and on all 20 considered datasets with minimax regret.

Evolutionary Approach to Security Games with Signaling

no code implementations29 Apr 2022 Adam Żychowski, Jacek Mańdziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran

Green Security Games have become a popular way to model scenarios involving the protection of natural resources, such as wildlife.

Anchoring Theory in Sequential Stackelberg Games

no code implementations7 Dec 2019 Jan Karwowski, Jacek Mańdziuk, Adam Żychowski

An underlying assumption of Stackelberg Games (SGs) is perfect rationality of the players.

Evolutionary Algorithms

Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution

no code implementations17 Nov 2017 Adam Żychowski, Abhishek Gupta, Jacek Mańdziuk, Yew Soon Ong

This paper presents algorithmic and empirical contributions demonstrating that the convergence characteristics of a co-evolutionary approach to tackle Multi-Objective Games (MOGs) with postponed preference articulation can often be hampered due to the possible emergence of the so-called Red Queen effect.

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