Austin Parker
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Austin Parker [1]
Austin Parker,
an American computer scientist, Ph.D. in 2008 from University of Maryland, College Park under Dana S. Nau and V.S. Subrahmanian [2].
His research interests include computational decision making and knowledge representation, in particularly probabilistic spatial temporal knowledge.
Along with Dana S. Nau et al., he further worked and published on search pathology and how to avoid it [3].
As game programmer, he is author of the KriegSpiel bot Kbott, which played the 11th Computer Olympiad, KriegSpiel 2006 in Turin.
Selected Publications
2005 ...
- Austin Parker, Dana S. Nau, V.S. Subrahmanian (2005). Game-Tree Search with Combinatorially Large Belief States. IJCAI 2005, pdf
- Austin Parker, Dana S. Nau, V.S. Subrahmanian (2006). Overconfidence or Paranoia? Search in Imperfect-Information Games. AAAI 2006, pdf » KriegSpiel
- Austin Parker (2008). Spatial Probabilistic Temporal Databases. Ph.D. thesis, University of Maryland, College Park, advisors Dana S. Nau and V.S. Subrahmanian
- Brandon Wilson, Austin Parker, Dana S. Nau (2009). Error Minimizing Minimax: Avoiding Search Pathology in Game Trees. pdf
- Ryan Carr, Eric Raboin, Austin Parker, Dana S. Nau (2009). Within epsilon of optimal play in the cultaptation social learning game. AAMAS 2009, 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, pdf, pdf preprint
- Brandon Wilson, Inon Zuckerman, Austin Parker, Dana S. Nau (2012). Improving Local Decisions in Adversarial Search. ECAI 2012, pdf
- Austin Parker, Gerardo I. Simari, Amy Sliva, V.S. Subrahmanian (2014). Data-driven Generation of Policies. Springer Briefs in Computer Science, Springer
External Links
- Austin Parker | LinkedIn
- Austin Parker | UMD Department of Computer Science
- Austin Parker's ICGA Tournaments
References
- ↑ Austin Parker with Siver Medal at the 11th Computer Olympiad, KriegSpiel, Image clipped from ICGA Olympiad 2006 Photos
- ↑ Dana Nau's Students
- ↑ Brandon Wilson, Austin Parker, Dana S. Nau (2009). Error Minimizing Minimax: Avoiding Search Pathology in Game Trees. pdf
- ↑ dblp: Austin Parker
