1 code implementation • 14 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.
no code implementations • 29 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.
no code implementations • 7 Dec 2019 • Jan Karwowski, Jacek Mańdziuk, Adam Żychowski
An underlying assumption of Stackelberg Games (SGs) is perfect rationality of the players.
no code implementations • 17 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.