Dynamic programming and influence diagrams

@article{Tatman1990DynamicPA,
  title={Dynamic programming and influence diagrams},
  author={Joseph A. Tatman and Ross D. Shachter},
  journal={IEEE Trans. Systems, Man, and Cybernetics},
  year={1990},
  volume={20},
  pages={365-379}
}
A hstruct -The concept of a super value node is developed to estend the theor? of influence diagrams to allow dynamic programming to be performed within this graphical modeling framework. The operations necessa? to exploit the presence of these nodes and efficiently analyze the models are developed. The key result is that by reprewnting value function separability in the structure of the graph of the influence diagram. formulation is simplified and operations on the model can take advantage of… CONTINUE READING
Highly Influential
This paper has highly influenced 12 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 329 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 198 extracted citations

329 Citations

01020'90'96'03'10'17
Citations per Year
Semantic Scholar estimates that this publication has 329 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-3 of 3 references

B from the Massachusetts Institute of Technologv in 1976 and the M S and Ph D degrees in operatiom research from the Univcr\itv of California, Berkelev

  • S Shachter receivcd an
  • 1979

Probubilirv urid Measure

  • P. Billingslv
  • New York: Wilev
  • 1979

Luciibcrgcr. l r i t r d i i c t i o r i lo 1.irieur urrtl ,ViJdir i iw Pri),qruiiiI

  • Winston
  • 1976

Similar Papers

Loading similar papers…