Marcin Szubert
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Temporal difference learning of n-tuple networks for the game 2048
M Szubert, W Jaśkowski
2014 IEEE Conference on Computational Intelligence and Games, 1-8, 2014
412014
Coevolutionary temporal difference learning for Othello
M Szubert, W Jaskowski, K Krawiec
2009 IEEE Symposium on Computational Intelligence and Games, 104-111, 2009
302009
Learning n-tuple networks for Othello by coevolutionary gradient search
K Krawiec, MG Szubert
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
262011
On scalability, generalization, and hybridization of coevolutionary learning: a case study for othello
M Szubert, W Jaśkowski, K Krawiec
IEEE Transactions on Computational Intelligence and AI in Games 5 (3), 214-226, 2013
232013
Improving coevolution by random sampling
W Jaśkowski, P Liskowski, M Szubert, K Krawiec
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
202013
A hybrid MIP-based large neighborhood search heuristic for solving the machine reassignment problem
W Jaśkowski, M Szubert, P Gawron
Annals of Operations Research 242 (1), 33-62, 2016
172016
Evolving small-board Go players using coevolutionary temporal difference learning with archives
K Krawiec, W Jaśkowski, M Szubert
International Journal of Applied Mathematics and Computer Science 21 (4 …, 2011
152011
Learning board evaluation function for Othello by hybridizing coevolution with temporal difference learning
M Szubert, W Jaśkowski, K Krawiec
Control and Cybernetics 40, 805-831, 2011
122011
High-dimensional function approximation for knowledge-free reinforcement learning: a case study in SZ-Tetris
W Jaśkowski, M Szubert, P Liskowski, K Krawiec
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
112015
Shaping fitness function for evolutionary learning of game strategies
M Szubert, W Jaśkowski, P Liskowski, K Krawiec
Proceedings of the 15th annual conference on genetic and evolutionary …, 2013
112013
Semantic forward propagation for symbolic regression
M Szubert, A Kodali, S Ganguly, K Das, JC Bongard
International Conference on Parallel Problem Solving from Nature, 364-374, 2016
92016
Reducing antagonism between behavioral diversity and fitness in semantic genetic programming
M Szubert, A Kodali, S Ganguly, K Das, JC Bongard
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 797-804, 2016
82016
Multi-criteria comparison of coevolution and temporal difference learning on othello
W Jaśkowski, M Szubert, P Liskowski
European Conference on the Applications of Evolutionary Computation, 301-312, 2014
72014
Coevolutionary CMA-ES for knowledge-free learning of game position evaluation
W Jaśkowski, M Szubert
IEEE Transactions on Computational Intelligence and AI in Games 8 (4), 389-401, 2015
62015
Coevolutionary temporal difference learning for small-board Go
K Krawiec, M Szubert
IEEE Congress on Evolutionary Computation, 1-8, 2010
62010
Kamalika Das, and Josh C Bongard. Reducing antagonism between behavioral diversity and fitness in semantic genetic programming
M Szubert, A Kodali, S Ganguly
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2015
52015
cECJ—Coevolutionary computation in Java
M Szubert
52010
Evolving spatially aggregated features from satellite imagery for regional modeling
S Kriegman, M Szubert, JC Bongard, C Skalka
International conference on parallel problem solving from nature, 707-716, 2016
42016
The performance profile: A multi-criteria performance evaluation method for test-based problems
W Jaśkowski, P Liskowski, M Szubert, K Krawiec
International Journal of Applied Mathematics and Computer Science 26 (1 …, 2016
42016
The role of behavioral diversity and difficulty of opponents in coevolving game-playing agents
M Szubert, W Jaśkowski, P Liskowski, K Krawiec
European Conference on the Applications of Evolutionary Computation, 394-405, 2015
42015
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Artiklar 1–20