The Evolution of Agents that Build Mental Models and
Create Simple Plans Using Genetic Programming
D. Andre. Genetic Algorithms: Proceedings of the Sixth
International Conference (ICGA95), page 248--255. Pittsburgh, PA, USA, Morgan Kaufmann, (15-19 July 1995)
Genetic Algorithms: Proceedings of the Sixth
International Conference (ICGA95)
year
1995
month
15-19 July
pages
248--255
publisher
Morgan Kaufmann
publisher_address
San Francisco, CA, USA
size
8 pages
isbn
1-55860-370-0
notes
Worlds 2x2, 4x4 and 8x8. Separate program trees for
mapmaker and mapuser. ADFs used by mapusers only. Uses
repeat, repeati (Repeat_Index), IncMem. Torrodial
memory, isomophic to world. Steady state, Tournament
selection (8) but with smaller (2) tournament group
size for deletion. Evolved programs subjected to
analysis and explanation. Evolved general solutions
from limited test cases. Suggests simple strategies
dominate more complex ones. GP better than random.
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%0 Conference Paper
%1 Andre:1995:ammsp
%A Andre, David
%B Genetic Algorithms: Proceedings of the Sixth
International Conference (ICGA95)
%C Pittsburgh, PA, USA
%D 1995
%E Eshelman, L.
%I Morgan Kaufmann
%K algorithms, genetic memory programming,
%P 248--255
%T The Evolution of Agents that Build Mental Models and
Create Simple Plans Using Genetic Programming
%@ 1-55860-370-0
@inproceedings{Andre:1995:ammsp,
added-at = {2008-06-19T17:35:00.000+0200},
address = {Pittsburgh, PA, USA},
author = {Andre, David},
biburl = {https://www.bibsonomy.org/bibtex/22fa9cce9d530a5b2e9c3d3e85227d2b5/brazovayeye},
booktitle = {Genetic Algorithms: Proceedings of the Sixth
International Conference (ICGA95)},
editor = {Eshelman, L.},
interhash = {cbe1171fadf6fbf1d529a7f45a72549f},
intrahash = {2fa9cce9d530a5b2e9c3d3e85227d2b5},
isbn = {1-55860-370-0},
keywords = {algorithms, genetic memory programming,},
month = {15-19 July},
notes = {Worlds 2x2, 4x4 and 8x8. Separate program trees for
mapmaker and mapuser. ADFs used by mapusers only. Uses
repeat, repeati (Repeat_Index), IncMem. Torrodial
memory, isomophic to world. Steady state, Tournament
selection (8) but with smaller (2) tournament group
size for deletion. Evolved programs subjected to
analysis and explanation. Evolved general solutions
from limited test cases. Suggests simple strategies
dominate more complex ones. GP better than random.},
pages = {248--255},
publisher = {Morgan Kaufmann},
publisher_address = {San Francisco, CA, USA},
size = {8 pages},
timestamp = {2008-06-19T17:35:42.000+0200},
title = {The Evolution of Agents that Build Mental Models and
Create Simple Plans Using Genetic Programming},
year = 1995
}