Ramon López de Mántaras (153 publications)
2012
"Playing with Cases: Rendering Expressive Music with Case-Based Reasoning",
AI Magazine, vol. 33, issue 4, pp. 22-31, 12/2012.
Abstract
"Automated Generation of Cross-Domain Analogies via Evolutionary Computation",
International Conference on Computational Creativity, Dublin, Ireland, pp. 25-32, 2012.
"Context-GMM: Incremental Learning of Sparse Priors for Gaussian Mixture Regression",
2012 IEEE International Conference on Robotics and Biomimetics (ROBIO 2012), Guangzhou, China, 2012.
"Evaluation of Three Vision-Based Object Perception Methods for a Mobile Robotic Platform",
Journal of Intelligent and Robotic Systems , vol. 68, issue 2, pp. 185-208, 2012.
Abstract
"Evolution of Ideas: A Novel Memetic Algorithm Based on Semantic Network",
IEEE Congress on Evolutionary Computation, Brisbane, IEEE, pp. 1-8, 2012.
Abstract
"Incremental Learning of an Optical Flow Model for Sensorimotor Anticipation in a Mobile Robot",
ICDL-EpiRob 2012: IEEE Conference on Development and Learning and Epigenetic Robotics, San Diego, California, IEEE, 2012.
"Reinforcement Learning with Case-Based Heuristics for RoboCup Soccer Keepaway",
2012 Brazilian Robotics Symposium and Latin American Robotics Symposium, Fortaleza, Brasil, pp. 7-13, 2012.
"The AI Journey: The road traveled and the (long) road ahead",
7th IFIP International Conference on Intelligent Information Processing, Guilin, China, IFIP, 2012.
2011
"CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation",
CoRR, vol. abs/1108.0, 2011.
Abstract
2010
"Case-Based Multiagent Reinforcement Learning: Cases as Heuristics for Selection of Actions",
ECAI 2010: 19th European Conference on Artificial Intelligence, Lisbone, Portugal, IOS Press, pp. 355-360, 16/08/2010.
"Fast and Robust Object Segmentation with the Integral Linear Classifier",
23d IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, California, USA, IEEE , 13/06/2010.
"Automatic Selection of Object Recognition Methods using Reinforcement Learning.",
Advances in Machine Learning I (dedicated to the memory of Prof. Ryszard S. Michalski). Studies in Computational Inteligence, vol. 262: Springer Studies in Computational Inteligence, pp. 421-439, 2010.
"Analysing the behaviour of robot teams through relational sequential pattern mining",
CoRR arXiv:1010.6234v1 [cs.AI], 2010.
"Object Segmentation using a Bag of Features Approach",
13th International Conference of the ACIA. Frontiers in Artificial Intelligence and Applications: IOS Press, pp. 321-329, 2010.
"Using Transfer Learning to Speed-Up Reinforcement Learning: A Case-Based Approach",
IEEE Latin American Robotics Symposium and Intelligent Robotics Meeting, Brasil, IEEE, pp. 55-60, 2010.
2009
"Should I Trust my Teammates? An experiment in Heuristic Multiagent Reinforcement Learning",
IJCAI Workshop on Grand Challenges for Reasoning from Experiences, Los Angeles, California, IJCAI, pp. 11-15, 11/07/2009.
"A Case-Based approach for Coordinated Action Selection in Robot Soccer",
Artificial Intelligence, vol. 173, issue 9-10, pp. 1014-1039, 2009.
Abstract
"Computational Creativity: Coming of Age",
AI Magazine, vol. 30, issue 3: AAAI Press, pp. 11-14, 2009.
"Evaluation of the SIFT Object Recognition Method in Mobile Robots",
12th International Conference of the ACIA. Frontiers in Artificial Intelligence and Applications, vol. 202, Cardona, Spain, IOS Press, pp. 9-18, 2009.
Abstract
"Eficient Object Pixel-Level Categorization using Bag of Features",
5th International Symposium on Visual Computing. Lecture Notes in Computer Science, vol. 5875: Springer, pp. 44-54, 2009.
Abstract
"Improving Reinforcement Learning by using Case-Based Heuristics",
ICCBR'09: 8th International Conference on Case-Based Reasoning. Lecture Notes in Artificial Intelligence , vol. 5650: Lecture Notes in Artificial Intelligence, Springer, pp. 75-89, 2009.
Abstract
"Mediation = Information revelation + Analogical reasoning",
Knowledge Representation for Agents and Multi-Agent Systems . Lecture Notes in Artificial Intelligence, vol. 5605: Springer, pp. 145-160, 2009.
Abstract
"Robust Vision-Based Localization using Combinations of Local Feature Regions Detectors",
Autonomous Robots Journal, vol. 27, issue 4, pp. 373-385, 2009.
Abstract
"Visual Registration Method for a Low Cost Robot",
7th International Conference on Computer Vision Systems. Lecture Notes in Computer Science. Lecture Notes in Computer Science, vol. 5815, Liege, Belgium, Springer, pp. 204-214, 2009.
Abstract
2008
"Requirements towards automated mediation agents",
11th International Conference on Principles of Knowledge Representation and Reasoning: Workshop on Knowledge Representation for Agents and Multiagent Systems (KRAMAS 2008), Sydney, Australia, pp. 171-185, 17/09/2008.
Abstract