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In Neural Networks, 1995. Proceedings., IEEE International Conference on, Vol. 5 (November 1995), pp. 2555-2559 vol.5, doi:10.1109/icnn.1995.487810 Key: citeulike:11371945
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Presents a connectionist model that can learn human grasping rules. The model domain is a taxonomy of manufacturing grasps. The input vector specifies task and object attributes such as dexterity and shape, and the model predicts the required grasp. Experiments show that the model is capable of learning grasping rules and predicting correct grasps for new objects that it has not been trained on. The authors finally discuss how this model can be used as part of a robotic system for grasping objects
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