Publications
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“Sensor-based learning for practical planning of fine motions in robotics”, Information Sciences, vol. 145, pp. 147-168, 2002.
, “Visual grasp determination and tracking in 2D dynamic scenarios”, in Proc. IEEE/RSJ Intl. Conf. on Intelligent Robots and Systems, Lausanne, Switzerland, 2002.
, “Heuristic Vision-Based Computation of Planar Antipodal Grasps on Unknown Objects”, in Proc. IEEE Intl. Conf. on Robotics and Automation, Seoul, Korea, 2001.
, A SOM-based sensing approach to robotic manipulation tasks. 1999, pp. 207-217.
, “Towards a Reactive Grasping System for an Industrial Robot Arm”, in Proc. IEEE Intl. Symposium on Computational Intelligence in Robotics and Automation, Monterey, California, USA, 1999.
, “Computing Contact Stability Grasps of Unknown Objects by Means of Vision”, in Progreso em Inteligência Artificial. Actas do 6$^{o}$ Congresso Iberoamericano de Inteligência Artificial, Lisboa, Portugal, 1998.
, “Vision-Guided Grasping of Unknown Objects for Service Robots”, in Proc. IEEE Intl. Conf. on Robotics and Automation, Leuven, Belgium, 1998.
, “Integration of self-organizing feature maps and reinforcement learning in robotics”, in Biological and Artificial Computation: from Neuroscience to Technology, vol. 1240, 1997, pp. 1344-1354.
, Learning strategies for sensor-based manipulation tasks. 1997, pp. 54-59.
, “Multiple self-organizing maps: A hybrid learning scheme”, Neurocomputing, vol. 16, pp. 309-318, 1997.
, “Perception-based learning for motion in contact in task planning”, Journal of Intelligent & Robotic Systems, vol. 17, pp. 283-308, 1996.
, “Problems in a Distributed Implementation of an Expert System”, in Circuits, Systems and Computers, Piraeus (Greece), 1996.
, Dealing with uncertainty in fine motion: A neural approach. 1995, pp. 119-126.
, “Multiple self-organizing maps for supervised learning”, in From Natural to Artificial Neural Computation, vol. 930, 1995, pp. 345-352.
, Self-organizing maps for supervision in robot pick-and-place operations. 1995, pp. 372-375.
, USE OF SENSORS TO DEAL WITH UNCERTAINTY IN REALISTIC ROBOTIC ENVIRONMENTS, vol. 2492. 1995, pp. 740-747.
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