Learning Skill and Representation Hierarchies for Effective Control Knowledge Transfer

@inproceedings{Asadi2006LearningSA,
  title={Learning Skill and Representation Hierarchies for Effective Control Knowledge Transfer},
  author={Mehran Asadi and Vinay N. Papudesi and Manfred Huber},
  year={2006}
}
Learning capabilities of computer systems still lag far behind biological systems. One of the reasons can be seen in the inefficient re-use of control knowledge acquired over the lifetime of the artificial learning system. To address this deficiency, this paper presents a learning architecture which transfers control knowledge in the form of behavioral skills and corresponding representation concepts from one task to subsequent learning tasks. The presented system uses this knowledge to… CONTINUE READING

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