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Planning

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{| class="wikitable"
|-
!
! Terms of Planning
! Aim
! Dominating abstraction
|-
! style="text-align:left;" | Tactics | style="text-align:center;" | Short | style="text-align:center;" | To gain material or to mate | style="text-align:center;" | Matter
|-
! style="text-align:left;" | Positional play | style="text-align:center;" | Medium | style="text-align:center;" | To improve the position | style="text-align:center;" | Space
|-
! style="text-align:left;" | Strategy | style="text-align:center;" | Long | style="text-align:center;" | To swing the balance | style="text-align:center;" | Time
|}
* [https://en.wikipedia.org/wiki/Henry_Kautz Henry Kautz], [[Bart Selman]] ('''1996'''). ''Pushing the Envelope: Planning, Propositional Logic, and Stochastic Search''. [[AAAI|AAAI 1996]], [http://www.cs.cornell.edu/selman/papers/pdf/plan.pdf pdf]
* [[Chrilly Donninger]] ('''1996'''). ''CHE: A Graphical Language for Expressing Chess Knowledge''. [[ICGA Journal#19_4|ICCA Journal, Vol. 19, No. 4]]
* [http://fi.wikipedia.org/wiki/Jussi_Tella Jussi Tella] ('''1997'''). ''[http://www.cs.hut.fi/~sto/planning-seminaari/tella/planning-in-games.htm Planning in Games]''. Seminar on Knowledge Engineering, Fall 1997, [https://en.wikipedia.org/wiki/Helsinki_University_of_Technology Helsinki University of Technology]
* [[Jan van Reek]] ('''1997'''). ''Strategy in Chess''. Schachfirma Fruth, Unterhaching, ISBN 3-9804896-9-8
* [[Jan van Reek]], [[Jos Uiterwijk]], [[Jaap van den Herik]] ('''1998'''). ''Planning a Strategy in Chess''. [[ICGA Journal#21_3|ICCA Journal, Vol. 21, No. 3]]
* [[Adi Botea]], [[Martin Müller]], [[Jonathan Schaeffer]] ('''2002'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-40031-8_24 Using Abstraction for Planning in Sokoban]''. [[CG 2002]]
* [[Joelle Pineau]] ('''2004'''). ''Tractable Planning Under Uncertainty: Exploiting Structure''. Ph.D. thesis, [[Carnegie Mellon University]], [http://www.cs.mcgill.ca/~jpineau/files/jpineau-thesis.pdf pdf]
* [https://scholar.google.com/citations?user=A4v885AAAAAJ&hl=en Malik Ghallab], [[Dana S. Nau|Dana Nau]], [https://scholar.google.it/citations?user=ho38I-wAAAAJ&hl=en Paolo Traverso] ('''2004'''). ''[http://projects.laas.fr/planning/aptp/index.html Automated Planning: Theory and Practice]''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann Publishers]
* [[Yan Radovilsky]], [[Solomon Eyal Shimony]] ('''2004'''). ''Generalized Model for Rational Game Tree Search''. [https://dblp.uni-trier.de/db/conf/smc/smc2004-2.html SMC 2004], [https://www.cs.bgu.ac.il/~yanr/Publications/smc04.pdf pdf] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=57560&start=14 Re: Interesting ideas] by [[Karlo Balla|Karlo Bala Jr.]], [[CCC]], September 09, 2015</ref>
==2005 ...==
* [[Adi Botea]], [[Markus Enzenberger]], [[Martin Müller]], [[Jonathan Schaeffer]] ('''2005'''). ''Macro-FF: Improving AI Planning with Automatically Learned Macro-Operators''. Journal of Artificial Intelligence Research 24 (2005) 581-621, [http://www.jair.org/media/1696/live-1696-2537-jair.pdf pdf]
* [[Raghuram Ramanujan]], [[Ashish Sabharwal]], [[Bart Selman]] ('''2010'''). ''[http://www.aaai.org/ocs/index.php/ICAPS/ICAPS10/paper/view/1458 On Adversarial Search Spaces and Sampling-Based Planning]''. [http://www.aaai.org/Press/Proceedings/icaps10.php ICAPS 2010]
* [[Raghuram Ramanujan]], [[Bart Selman]] ('''2011'''). ''[http://aaai.org/ocs/index.php/ICAPS/ICAPS11/paper/view/2708 Trade-Offs in Sampling-Based Adversarial Planning]''. [http://www.aaai.org/Press/Proceedings/icaps11.php ICAPS 2011], [http://videolectures.net/raghuram_ramanujan/ best paper], [http://videolectures.net/icaps2011_ramanujan_sampling/ VideoLecture] » [[UCT]]
* [[Stefano Cianciulli]], [[Stavros Vassos]] ('''2013'''). ''Planning for Interactive Storytelling Processes''. [http://icaps13.icaps-conference.org/technical-program/workshop-program/planning-in-games/ ICAPS-2013], [http://stavros.lostre.org/files/CianciulliVassos2013Jaco.pdf pdf]
* [[Ari Weinstein]], [[Michael L. Littman]] ('''2013'''). ''Open-Loop Planning in Large-Scale Stochastic Domains''. [[Conferences#AAAI-2013|AAAI-2013]]
* [[Ari Weinstein]] ('''2013'''). ''Local Planning For Continuous Markov Decision Processes''. Ph.D. thesis, [https://en.wikipedia.org/wiki/Rutgers_University Rutgers University], advisor [[Michael L. Littman]], [http://cs.brown.edu/~mlittman/theses/weinstein.pdf pdf]
==2015 ...==
* [[Arthur Guez]] ('''2015'''). ''Sample-based Search Methods for Bayes-Adaptive Planning''. Ph.D. Thesis, Gatsby Computational Neuroscience Unit, [https://en.wikipedia.org/wiki/University_College_London University College London], [http://www.gatsby.ucl.ac.uk/~aguez/files/guez_phdthesis2015.pdf pdf]
* [https://scholar.google.com/citations?user=A4v885AAAAAJ&hl=en Malik Ghallab], [[Dana S. Nau|Dana Nau]], [https://scholar.google.it/citations?user=ho38I-wAAAAJ&hl=en Paolo Traverso] ('''2016'''). ''[https://www.cambridge.org/core/books/automated-planning-and-acting/E6DE5715A2190651352DFB0869916BC3# Automated Planning and Acting]''. [https://en.wikipedia.org/wiki/Cambridge_University_Press Cambridge University Press]
* [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Thomas Hubert]], [[Karen Simonyan]], [[Laurent Sifre]], [[Simon Schmitt]], [[Arthur Guez]], [[Edward Lockhart]], [[Demis Hassabis]], [[Thore Graepel]], [[Timothy Lillicrap]], [[David Silver]] ('''2019'''). ''Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model''. [https://arxiv.org/abs/1911.08265 arXiv:1911.08265] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=2&t=72381 New DeepMind paper] by GregNeto, [[CCC]], November 21, 2019</ref>
==2020 ...==
* [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Thomas Hubert]], [[Karen Simonyan]], [[Laurent Sifre]], [[Simon Schmitt]], [[Arthur Guez]], [[Edward Lockhart]], [[Demis Hassabis]], [[Thore Graepel]], [[Timothy Lillicrap]], [[David Silver]] ('''2020'''). ''[https://www.nature.com/articles/s41586-020-03051-4 Mastering Atari, Go, chess and shogi by planning with a learned model]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 588 <ref>[https://deepmind.com/blog/article/muzero-mastering-go-chess-shogi-and-atari-without-rules?fbclid=IwAR3mSwrn1YXDKr9uuGm2GlFKh76wBilex7f8QvBiQecwiVmAvD6Bkyjx-rE MuZero: Mastering Go, chess, shogi and Atari without rules]</ref>
=Forum Posts=
* [https://www.stmintz.com/ccc/index.php?id=56104 Plans in chess programs?] by Rodney Topor, [[CCC]], June 16, 1999
* [https://www.stmintz.com/ccc/index.php?id=347144 Implementing Planning in an Engine] by [[Tom Likens]], [[CCC]], February 04, 2004
* [https://www.stmintz.com/ccc/index.php?id=348682 Possible definition of planning] by [[Charles Roberson]], [[CCC]], February 12, 2004
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=73418 When will the chess programmers write an engine that plans ?] by [[Thorsten Czub]], [[CCC]], March 20, 2020
=External Links=
* [https://en.wikipedia.org/wiki/Forecasting Forecasting from Wikipedia]
* [https://en.wikipedia.org/wiki/Prediction Prediction from Wikipedia]
* [https://www.chess.com/article/view/planning-in-chess Planning in Chess] by [https://en.wikipedia.org/wiki/Natalia_Pogonina Natalia Pogonina], [http://www.chess.com/ [Chess.com]], June 21, 2010
* [http://opsound.org/artist/bigbonobotheinternationalbigbono/ Bigbonobo Combo] - Whitecube plan, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=ttOGPYZWtuQ|alignment=left|valignment=top}}
=References=
<references />
 
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