Adam Zychowski

According to our database, Adam Zychowski authored at least 26 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms.

Adam Zychowski, Xin Yao, Jacek Mandziuk

Proceedings of the Genetic and Evolutionary Computation Conference, 2025

Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability.

Adam Zychowski, Abhishek Gupta, Yew Soon Ong, Jacek Mandziuk

Proceedings of the Genetic and Evolutionary Computation Conference, 2025

Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution.

Adam Zychowski, Andrew Perrault, Jacek Mandziuk

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret.

Adam Zychowski, Andrew Perrault, Jacek Mandziuk

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Duel-based neuroevolutionary method for Stackelberg Security Games with boundedly rational Attacker.

Jacek Mandziuk, Adam Zychowski

Appl. Soft Comput., October, 2023

Coevolution of players strategies in security games.

Adam Zychowski, Jacek Mandziuk

J. Comput. Sci., April, 2023

Toward human-level tonal and modal melody harmonizations.

Jan Mycka, Adam Zychowski, Jacek Mandziuk

J. Comput. Sci., March, 2023

Sequential Stackelberg Games with bounded rationality.

Jan Karwowski, Jacek Mandziuk, Adam Zychowski

Appl. Soft Comput., 2023

2022

Evolutionary Approach to Security Games with Signaling.

Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Coevolutionary Approach to Sequential Stackelberg Security Games.

Adam Zychowski, Jacek Mandziuk

Proceedings of the Computational Science - ICCS 2022, 2022

Human-Level Melodic Line Harmonization.

Jan Mycka, Adam Zychowski, Jacek Mandziuk

Proceedings of the Computational Science - ICCS 2022, 2022

Evolutionary Approach to Melodic Line Harmonization.

Jan Mycka, Adam Zychowski, Jacek Mandziuk

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Duel-based Deep Learning system for solving IQ tests.

Paulina Tomaszewska, Adam Zychowski, Jacek Mandziuk

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Duo-LDL method for Label Distribution Learning based on pairwise class dependencies.

Adam Zychowski, Jacek Mandziuk

Appl. Soft Comput., 2021

Learning Attacker's Bounded Rationality Model in Security Games.

Adam Zychowski, Jacek Mandziuk

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Evolution of Strategies in Sequential Security Games.

Adam Zychowski, Jacek Mandziuk

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

A Generic Metaheuristic Approach to Sequential Security Games.

Adam Zychowski, Jacek Mandziuk

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Anchoring Theory in Sequential Stackelberg Games.

Jan Karwowski, Jacek Mandziuk, Adam Zychowski

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems.

Jacek Mandziuk, Adam Zychowski

Proceedings of the International Joint Conference on Neural Networks, 2019

Dimensionality Reduction in Multilabel Classification with Neural Networks.

Jacek Mandziuk, Adam Zychowski

Proceedings of the International Joint Conference on Neural Networks, 2019

A Memetic Approach for Sequential Security Games on a Plane with Moving Targets.

Jan Karwowski, Jacek Mandziuk, Adam Zychowski, Filip Grajek, Bo An

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution.

Adam Zychowski, Abhishek Gupta, Jacek Mandziuk, Yew-Soon Ong

Knowl. Based Syst., 2018

Generalized Self-adapting Particle Swarm Optimization Algorithm.

Mateusz Ulinski, Adam Zychowski, Michal Okulewicz, Mateusz Zaborski, Hubert Kordulewski

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

2017

A TCART-M - Tuned CARTesian-based error function for multilabel classification with the MLP.

Jacek Mandziuk, Adam Zychowski, Lipo Wang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Travel Time Prediction for Trams in Warsaw.

Adam Zychowski, Konstanty Junosza-Szaniawski, Aleksander Kosicki

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

A memetic approach to vehicle routing problem with dynamic requests.

Jacek Mandziuk, Adam Zychowski

Appl. Soft Comput., 2016