A Framework for Behavioural Cloning

@inproceedings{Bain1995AFF,
  title={A Framework for Behavioural Cloning},
  author={Michael Bain and Claude Sammut},
  booktitle={Machine Intelligence 15},
  year={1995}
}
This paper describes recent experiments in automatically constructing reactive agents. The method used is behavioural cloning, where the logged data from skilled, human operators are input to an induction program which outputs a control strategy for a complex control task. Initial studies were able to successfully construct such behavioural clones, but suffered from several drawbacks, namely, that the clones were brittle and difficult to understand. Current research is aimed at solving these… CONTINUE READING

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
42 Extracted Citations
21 Extracted References
Similar Papers

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 21 references

Learning to Classify English Text with ILP Methods

  • W. W. Cohen
  • 1996
1 Excerpt

CHURPs: Compressed Heuristic Universal Reaction Planners

  • D. Stirling
  • Ph.D. Thesis,
  • 1995
1 Excerpt

On the efficiency of spatial matching

  • A. Pearce, T. Caelli
  • In Proceedings of the Second Asian Conference on…
  • 1995
1 Excerpt

Similar Papers

Loading similar papers…