Dana+Nau

an American computer scientist and Professor at the [|University of Maryland, College Park]. His research covers Artificial Intelligence in Planning and Game Theory. Dana Nau discovered Pathology on certain game trees, where a deeper search does not improve the decision quality, but makes the decision more and more random. Along with Stephen J.J. Smith and Thomas A. Throop, Dana Nau developed AI planning techniques in the Bridge program [|Bridge Baron]. || toc =Selected Publications=
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 * [[image:DanaNau.jpg width="310" height="219" link="http://www.cs.umd.edu/%7Enau/"]] ||~  || **Dana S. Nau**,
 * Dana S. Nau  ||~   ||^  ||

1979

 * Dana S. Nau (**1979**). //Quality of Decision Versus Depth of Search on Game Trees.// Ph.D. thesis, Duke University, Advisor Alan Biermann
 * Dana S. Nau (**1979**). //Preliminary results regarding quality of play versus depth of search in game playing.// First Internat. Symposium on Policy Analysis and Information Systems

1980 ...

 * Dana S. Nau (**1980**). //Pathology on game trees: A summary of results.// In Proceedings of the National Conference on Artificial Intelligence (AAAI)
 * Dana S. Nau (**1982**). //The last player theorem.// [|Artificial Intelligence], Vol. 18
 * Dana S. Nau (**1982**). //An investigation of the causes of pathology in games.// [|Artificial Intelligence], Vol. 19, [|University of Maryland, College Park], Recommended by Judea Pearl
 * Dana S. Nau, Vipin Kumar, Laveen N. Kanal (**1982**). //A General Paradigm for A.I. Search Procedures//. [|AAAI 1982]
 * Dana S. Nau (**1983**). //Decision quality as a function of search depth on game trees.// Journal of the ACM, Vol. 30, No. 4
 * Dana S. Nau (**1983**). //On game graph structure and its influence on pathology.// International Journal of Computer and Information Sciences, Vol. 12, No, 6
 * Dana S. Nau (**1983**). //Pathology on game trees revisited, and an alternative to minimaxing.// [|Artificial Intelligence], Vol. 21, Nos. 1, 2, 1983, Reprinted in Judea Pearl (ed.), Search and Heuristics, North-Holland Publishing Company, Amsterdam

1990 ...

 * Stephen J.J. Smith, Dana S. Nau, Thomas A. Throop (**1992**). //[|A hierarchical approach to strategic planning with non-cooperating agents under conditions of uncertainty]//. Proceedings of the First International Conference on AI Planning Systems
 * Stephen J.J. Smith, Dana S. Nau (**1993**). //[|Toward an analysis of forward pruning]//. Technical Report, [|University of Maryland, College Park]
 * Stephen J.J. Smith, Dana S. Nau (**1993**). //[|Strategic planning for imperfect-information games]//. Technical Report, [|University of Maryland, College Park]
 * Stephen J.J. Smith, Dana S. Nau (**1994**). //An Analysis of Forward Pruning//. Proceedings AAAI 1994, [|pdf]
 * Stephen J.J. Smith, Dana S. Nau, Thomas A. Throop (**1996**). //A Planning Approach to Declarer Play in Contract Bridge//. Computational Intelligence, Vol. 12
 * Stephen J.J. Smith, Dana S. Nau, Thomas A. Throop (**1996**). //Total-Order Multi-Agent Task-Network Planning for Contract Bridge//. AAAI/IAAI 1996
 * Stephen J.J. Smith, Dana S. Nau, Thomas A. Throop (**1998**). //Success in Spades: Using AI Planning Techniques to Win the World Championship of Computer Bridge//. AAAI/IAAI 1998
 * Stephen J.J. Smith, Dana S. Nau, Thomas A. Throop (**1998**). //Computer Bridge: A Big Win for AI Planning//. AI Magazine, Vol. 19, No. 2

2000 ...

 * Austin Parker, Dana Nau, [|V.S. Subrahmanian] (**2005**). //Game-Tree Search with Combinatorially Large Belief States//. IJCAI 2005, [|pdf] » KriegSpiel
 * Brandon Wilson, Austin Parker, Dana Nau (**2009**). //Error Minimizing Minimax: Avoiding Search Pathology in Game Trees//. [|pdf]

2010 ...

 * Dana S. Nau, Mitja Luštrek, Austin Parker, Ivan Bratko, Matjaž Gams (**2010**). //[|When is it better not to look ahead?]//. [|Artificial Intelligence], Vol. 174, No. 16–17, [|preprint as pdf]

=External Links= > media type="custom" key="23908376"
 * [|Dana S. Nau from Wikipedia]
 * [|The Mathematics Genealogy Project - Dana Nau]
 * [|Dana S. Nau Homepage]
 * [|Graduate Alum Profile: Dana Nau]
 * Dana Nau at Judea Pearl Symposium, 2010, [|YouTube] Video » KriegSpiel, Opponent Model Search

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