Maciej Swiechowski

According to our database, Maciej Swiechowski authored at least 28 papers between 2010 and 2023.

Collaborative distances:

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

2023

Monte Carlo Tree Search: a review of recent modifications and applications.

Maciej Swiechowski, Konrad Godlewski, Bartosz Sawicki, Jacek Mandziuk

Artif. Intell. Rev., March, 2023

Don't Predict Counterfactual Values, Predict Expected Values Instead.

Jeremiasz Wolosiuk, Maciej Swiechowski, Jacek Mandziuk

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning multimodal entity representations and their ensembles, with applications in a data-driven advisory framework for video game players.

Andrzej Janusz, Daniel Kaluza, Maciej Matraszek, Lukasz Grad, Maciej Swiechowski, Dominik Slezak

Inf. Sci., 2022

Deep Learning and Artificial General Intelligence: Still a Long Way to Go.

Maciej Swiechowski

CoRR, 2022

Prescriptive Analytics for Optimization of FMCG Delivery Plans.

Marek Grzegorowski, Andrzej Janusz, Stanislaw Lazewski, Maciej Swiechowski, Monika Jankowska

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Combining Utility AI and MCTS Towards Creating Intelligent Agents in Video Games, with the Use Case of Tactical Troops: Anthracite Shift.

Maciej Swiechowski, Daniel Lewinski, Rafal Tyl

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

A crossover that matches diverse parents together in evolutionary algorithms.

Maciej Swiechowski

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A Practical Solution to Handling Randomness and Imperfect Information in Monte Carlo Tree Search.

Maciej Swiechowski, Tomasz Tajmajer

Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

Predicting Victories in Video Games - IEEE BigData 2021 Cup Report.

Maciej Matraszek, Andrzej Janusz, Maciej Swiechowski, Dominik Slezak

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Introducing LogDL - Log Description Language for Insights from Complex Data.

Maciej Swiechowski, Dominik Slezak

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Game AI Competitions: Motivation for the Imitation Game-Playing Competition.

Maciej Swiechowski

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

2018

Grail: A Framework for Adaptive and Believable AI in Video Games.

Maciej Swiechowski, Dominik Slezak

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Granular Games in Real-Time Environment.

Maciej Swiechowski, Dominik Slezak

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Toward an Intelligent HS Deck Advisor: Lessons Learned from AAIA'18 Data Mining Competition.

Andrzej Janusz, Tomasz Tajmajer, Maciej Swiechowski, Lukasz Grad, Jacek Puczniewski, Dominik Slezak

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms.

Maciej Swiechowski, Tomasz Tajmajer, Andrzej Janusz

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

2017

UCT in Capacitated Vehicle Routing Problem with traffic jams.

Jacek Mandziuk, Maciej Swiechowski

Inf. Sci., 2017

Swarm Intelligence in Solving Stochastic Capacitated Vehicle Routing Problem.

Jacek Mandziuk, Maciej Swiechowski

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Helping AI to Play Hearthstone: AAIA'17 Data Mining Challenge.

Andrzej Janusz, Tomasz Tajmajer, Maciej Swiechowski

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016

A Hybrid Approach to Parallelization of Monte Carlo Tree Search in General Game Playing.

Maciej Swiechowski, Jacek Mandziuk

Proceedings of the Challenging Problems and Solutions in Intelligent Systems, 2016

Specialization of a UCT-Based General Game Playing Program to Single-Player Games.

Maciej Swiechowski, Jacek Mandziuk, Yew-Soon Ong

IEEE Trans. Comput. Intell. AI Games, 2016

Fast interpreter for logical reasoning in general game playing.

Maciej Swiechowski, Jacek Mandziuk

J. Log. Comput., 2016

A novel game playing based approach to the modeling and support of consensus reaching in a group of agents.

Maciej Swiechowski, Janusz Kacprzyk, Slawomir Zadrozny

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Simulation-based approach to Vehicle Routing Problem with traffic jams.

Jacek Mandziuk, Maciej Swiechowski

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2014

Self-Adaptation of Playing Strategies in General Game Playing.

Maciej Swiechowski, Jacek Mandziuk

IEEE Trans. Comput. Intell. AI Games, 2014

Specialized vs. Multi-game Approaches to AI in Games.

Maciej Swiechowski, Jacek Mandziuk

Proceedings of the Intelligent Systems'2014, 2014

Prolog versus specialized logic inference engine in General Game Playing.

Maciej Swiechowski, Jacek Mandziuk

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2012

Generic Heuristic Approach to General Game Playing.

Jacek Mandziuk, Maciej Swiechowski

Proceedings of the SOFSEM 2012: Theory and Practice of Computer Science, 2012

2010

Fast and Accurate Machined Surface Rendering Using an Octree Model.

Joanna Porter-Sobieraj, Maciej Swiechowski

Proceedings of the Computer Vision and Graphics - International Conference, 2010