Marcin Grzegorz Szubert

According to our database, Marcin Grzegorz Szubert authored at least 15 papers between 2009 and 2016.

Collaborative distances:

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

2016

Coevolutionary CMA-ES for Knowledge-Free Learning of Game Position Evaluation.

Wojciech Jaskowski, Marcin Grzegorz Szubert

IEEE Trans. Comput. Intell. AI Games, 2016

A hybrid MIP-based large neighborhood search heuristic for solving the machine reassignment problem.

Wojciech Jaskowski, Marcin Grzegorz Szubert, Piotr Gawron

Ann. Oper. Res., 2016

The performance profile: A multi-criteria performance evaluation method for test-based problems.

Wojciech Jaskowski, Pawel Liskowski, Marcin Grzegorz Szubert, Krzysztof Krawiec

Int. J. Appl. Math. Comput. Sci., 2016

2015

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris.

Wojciech Jaskowski, Marcin Grzegorz Szubert, Pawel Liskowski, Krzysztof Krawiec

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents.

Marcin Grzegorz Szubert, Wojciech Jaskowski, Pawel Liskowski, Krzysztof Krawiec

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014

Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello.

Wojciech Jaskowski, Marcin Grzegorz Szubert, Pawel Liskowski

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Temporal difference learning of N-tuple networks for the game 2048.

Marcin Grzegorz Szubert, Wojciech Jaskowski

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

2013

On Scalability, Generalization, and Hybridization of Coevolutionary Learning: A Case Study for Othello.

Marcin Grzegorz Szubert, Wojciech Jaskowski, Krzysztof Krawiec

IEEE Trans. Comput. Intell. AI Games, 2013

Shaping fitness function for evolutionary learning of game strategies.

Marcin Grzegorz Szubert, Wojciech Jaskowski, Pawel Liskowski, Krzysztof Krawiec

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Improving coevolution by random sampling.

Wojciech Jaskowski, Pawel Liskowski, Marcin Grzegorz Szubert, Krzysztof Krawiec

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Autonomous Shaping via Coevolutionary Selection of Training Experience.

Marcin Grzegorz Szubert, Krzysztof Krawiec

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

2011

Evolving small-board Go players using coevolutionary temporal difference learning with archives.

Krzysztof Krawiec, Wojciech Jaskowski, Marcin Grzegorz Szubert

Int. J. Appl. Math. Comput. Sci., 2011

Learning n-tuple networks for othello by coevolutionary gradient search.

Krzysztof Krawiec, Marcin Grzegorz Szubert

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Coevolutionary Temporal Difference Learning for small-board Go.

Krzysztof Krawiec, Marcin Grzegorz Szubert

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Coevolutionary Temporal Difference Learning for Othello.

Marcin Grzegorz Szubert, Wojciech Jaskowski, Krzysztof Krawiec

Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009