Marcin Szubert

@inproceedings{Szubert2015EvoGames,
	Author = {Marcin G. Szubert and Wojciech Ja{\'s}kowski
		and Pawe{\l} Liskowski and Krzysztof Krawiec},
	Title = {{The Role of Behavioral Diversity and Difficulty of Opponents
		in Coevolving Game-Playing Agents}},
	Booktitle = {Proceedings of the 18th European Conference 
		on Applications of Evolutionary Computation, EvoApplications 2015},
	Pages = {394--405},
	Publisher = {Springer},
	Series = {Lecture Notes in Computer Science},
	Volume = {9028},
	Year = {2015}
}							

@article{Jaskowski2015AOR,
	Author = {Wojciech Ja{\'s}kowski and Marcin G. Szubert and Piotr Gawron},
	Title = {{A Hybrid MIP-based Large Neighborhood Search Heuristic
		 for Solving the Machine Reassignment Problem}},
	Journal = {Annals of Operations Research},
	Publisher = {Springer},
	Year = {2015}
}							

@phdthesis{Szubert2014CSRL,
  Author = {Marcin Szubert},
  Title = {Coevolutionary Shaping for Reinforcement Learning},
  School = {Poznan University of Technology},
  Year = {2014},
  Url = {http://www.cs.put.poznan.pl/mszubert/pub/phdthesis.pdf}
}							

@inproceedings{Szubert2014CIG,
	Author = {Marcin G. Szubert and Wojciech Ja{\'s}kowski},
	Title = {{Temporal Difference Learning of N-Tuple Networks for the Game 2048}},
	Booktitle = {Proceedings of the 2014 Conference on Computational Intelligence and Games},
	Pages = {373-380},
	Publisher = {IEEE},
	Series = {CIG 2014},
	Year = {2014}
}							

@inproceedings{Jaskowski2014EvoGames,
	Author = {Wojciech Ja{\'s}kowski and Marcin G. Szubert and Pawe{\l} Liskowski},
	Title = {{Multi-Criteria Comparison of Coevolution 
		and Temporal Difference Learning on Othello}},
	Booktitle = {Proceedings of the 17th European Conference 
		on Applications of Evolutionary Computation, EvoApplications 2014},
	Pages = {301--312},
	Publisher = {Springer},
	Series = {Lecture Notes in Computer Science},
	Volume = {8602},
	Year = {2014}
}							

@article{Szubert2013TCIAIG,
	Author = {Marcin G. Szubert and Wojciech Ja{\'s}kowski and Krzysztof Krawiec},
	Title = {{On Scalability, Generalization, and Hybridization of Coevolutionary Learning:
		 A Case Study for Othello}},
	Journal = {IEEE Transactions on Computational Intelligence and AI in Games},
	Pages = {214-226},
	Number = {3},
	Volume = {5},
	Year = {2013},
	Publisher = {IEEE}
}							

@inproceedings{Szubert2013GECCO,
	Author = {Marcin G. Szubert and Wojciech Ja\'{s}kowski
	 	and Pawe{\l} Liskowski and Krawiec, Krzysztof},
	Title = {{Shaping Fitness Function for Evolutionary Learning of Game Strategies}},
	Booktitle = {Proceedings of the 15th Annual Conference
		 on Genetic and Evolutionary Computation},
	Location = {Amsterdam, The Netherlands},
	Pages = {1149--1156},
	Series = {GECCO '13},
	Year = {2013},
	Publisher = {ACM},
	Address = {New York, NY, USA}
}							

@inproceedings{Jaskowski2013GECCO,
	Author = {Wojciech Ja{\'s}kowski and {Pawe\l} Liskowski 
		and Marcin G. Szubert and Krzysztof Krawiec},
	Title = {{Improving Coevolution by Random Sampling}},
	Booktitle = {Proceedings of the 15th Annual Conference
		 on Genetic and Evolutionary Computation},
	Location = {Amsterdam, The Netherlands},
	Pages = {1141--1148},
	Series = {GECCO '13},
	Year = {2013},
	Publisher = {ACM},
	Address = {New York, NY, USA}
}							

@inproceedings{Szubert2012PPSN,
	Author = {Marcin G. Szubert and Krzysztof Krawiec},
	Title = {{Autonomous Shaping via Coevolutionary Selection of Training Experience}},
	Booktitle = {Proceedings of the 12th International Conference 
		on Parallel Problem Solving from Nature},
	Location = {Taormina, Italy},
	Pages = {215--224},
	Series = {PPSN'12},
	Year = {2012},
	Publisher = {Springer-Verlag},
	Address = {Berlin, Heidelberg}
}							

@article{Krawiec2011AMCS,
	Author = {Krzysztof Krawiec and Wojciech Ja\'{s}kowski and Marcin G. Szubert},
	Title = {{Evolving Small-board Go Players Using
		 Coevolutionary Temporal Difference Learning with Archives}},
	Journal = {International Journal of Applied Mathematics and Computer Science},
	Pages = {717--731},
	Number = {4},
	Volume = {21},
	Year = {2011},
	Publisher = {Versita},
	Address = {Warsaw, Poland}
}							

@article{Szubert2011CC,
	Author = {Marcin G. Szubert and Wojciech Ja{\'s}kowski and Krzysztof Krawiec},
	Title = {{Learning Board Evaluation Function for Othello 
		by Hybridizing Coevolution with Temporal Difference Learning}},
	Journal = {Control and Cybernetics},
	Pages = {805-831},
	Number = {3},
	Volume = {40},
	Year = {2011}
}							

@inproceedings{Krawiec2011GECCO,
	Author = {Krzysztof Krawiec and Marcin G. Szubert},
	Title = {{Learning N-tuple Networks for Othello by Coevolutionary Gradient Search}},
	Booktitle = {Proceedings of the 13th Annual Conference
		 on Genetic and Evolutionary Computation},
	Location = {Dublin, Ireland},
	Pages = {355--362},
	Series = {GECCO '11},
	Year = {2011},
	Publisher = {ACM},
	Address = {New York, NY, USA}
}							

@inproceedings{Krawiec2010CEC,
	Author = {Krzysztof Krawiec and Marcin G. Szubert},
	Title = {{Coevolutionary Temporal Difference Learning for Small-Board Go}},
	Booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010},
	Location = {Barcelona, Spain},
	Pages = {1-8},
	Year = {2010},
	Publisher = {IEEE}
}							

@inproceedings{Szubert2009CIG,
	Author = {Marcin G. Szubert and Wojciech Ja{\'s}kowski and Krzysztof Krawiec},
	Title = {{Coevolutionary Temporal Difference Learning for Othello}},
	Booktitle = {Proceedings of the 5th International Conference 
		on Computational Intelligence and Games},
	Location = {Milano, Italy},
	Pages = {104--111},
	Series = {CIG'09},
	Year = {2009},
	Publisher = {IEEE Press}
}							

@mastersthesis{Szubert2009CRL,
  Author = {Marcin Szubert},
  Title = {Coevolutionary Reinforcement Learning and its Application to Othello},
  School = {Poznan University of Technology},
  Year = {2009},
  Url = {http://www.cs.put.poznan.pl/mszubert/pub/mscthesis.pdf}
}							

@misc{Kmieciak2008Rozproszone,
  Author = {Miłosz Kmieciak and Jan Palus and Marcin Szubert and Marek Zawirski},
  Title = {Distributed Computational Platform Based on the ProActive Library},
  School = {Poznan University of Technology},
  Year = {2008},
  Url = {http://www.cs.put.poznan.pl/mszubert/pub/bscthesis.pdf}
}