Ciencias da Computación e Tecnoloxías da Información
Departamento
Pilar
Caamaño Sobrino
Publicacións nas que colabora con Pilar Caamaño Sobrino (40)
2017
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An evolutionary approach to constrained sampling optimization problems
Applied Soft Computing Journal, Vol. 51, pp. 266-279
2016
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Considering memory networks in the LTM structure of the multilevel darwinist brain
GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference
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Introducing Synaptic Delays in the NEAT Algorithm to Improve Modelling in Cognitive Robotics
Neural Processing Letters, Vol. 43, Núm. 2, pp. 479-504
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MotivEn: Motivational engine with sub-goal identification for autonomous robots
2016 IEEE Congress on Evolutionary Computation, CEC 2016
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Motivational engine with sub-goal identification in neuroevolution based cognitive Robotics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015
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Improving the performance of evolutionary algorithms by soft-constraining their sampling capabilities
2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings
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τ-NEAT: Initial experiments in precise temporal processing through neuroevolution
Neurocomputing, Vol. 150, Núm. Part A, pp. 43-49
2014
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Augmenting the NEAT algorithm to improve its temporal processing capabilities
Proceedings of the International Joint Conference on Neural Networks
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Autonomous UAV based search operations using constrained sampling evolutionary algorithms
Neurocomputing, Vol. 132, pp. 54-67
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Differential Evolution in Constrained Sampling Problems
Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
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Document management tool for the maintenance of vessels
Developments in Maritime Transportation and Exploitation of Sea Resources - Proceedings of IMAM 2013, 15th International Congress of the International Maritime Association of the Mediterranean
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Dynamic learning in cognitive robotics through a procedural long term memory
Evolving Systems, Vol. 5, Núm. 1, pp. 49-63
2013
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Addressing constrained sampling optimization problems using evolutionary algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evolutionary algorithm characterization in real parameter optimization problems
Applied Soft Computing Journal, Vol. 13, Núm. 4, pp. 1902-1921
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Multiscale dynamic learning in cognitive robotics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Scalable task assignment for heterogeneous multi-robot teams
International Journal of Advanced Robotic Systems, Vol. 10
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Specialization analysis of embodied evolution for robotic collective tasks
Robotics and Autonomous Systems, Vol. 61, Núm. 7, pp. 682-693
2012
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A procedural Long Term Memory for cognitive robotics: Optimizing adaptive learning in dynamic environments
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012 - Proceedings
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Automatic neural-based pattern classification of motion behaviors in autonomous robots
Neurocomputing, Vol. 75, Núm. 1, pp. 146-155
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Experimental analysis of the relevance of fitness landscape topographical characterization
2012 IEEE Congress on Evolutionary Computation, CEC 2012