Martin Müller

Cited by

	All	Since 2018
Citations	4674	1362
h-index	30	20
i10-index	73	33

360

180

270

199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202314 10 36 55 43 78 103 112 143 155 156 269 220 282 299 349 303 328 294 281 276 310 239 248 8

Public access

View all

9 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Jonathan SchaefferUniversity of AlbertaVerified email at cs.ualberta.ca
Akihiro KishimotoIBM Research, TokyoVerified email at is.titech.ac.jp
Adi BoteaResearcher, IBM Research, Dublin, IrelandVerified email at nicta.com.au
Yngvi BjörnssonProfessor, School of Computer Science/CADIA, Reykjavik University, IcelandVerified email at ru.is
Fan XieGoogle CanadaVerified email at google.com
Robert HolteUniversity of AlbertaVerified email at ualberta.ca
Neil BurchDeepMind & Alberta Machine Intelligence Institute, University of AlbertaVerified email at ualberta.ca
Ryan B HaywardProfessor of Computing Science, University of AlbertaVerified email at ualberta.ca
David SilverDeepMind, UCLVerified email at google.com
Richard S. SuttonDeepMind, Amii, and University of AlbertaVerified email at richsutton.com
Chao GaoHuawei CanadaVerified email at ualberta.ca
Rick ValenzanoAssistant Professor of Computer Science, Ryerson UniversityVerified email at ryerson.ca
Ruitong HuangXTX MarketsVerified email at ualberta.ca
Jincheng MeiResearch Scientist, Google BrainVerified email at google.com
Dale SchuurmansResearch Scientist, Google Brain / Professor, University of AlbertaVerified email at cs.ualberta.ca
Aja HuangDeepMindVerified email at google.com
Joerg HoffmannProfessor, Saarland Informatics Campus, Saarland UniversityVerified email at cs.uni-saarland.de
Nathan SturtevantUniversity of Alberta, Alberta Machine Intelligence Institute (Amii)Verified email at ualberta.ca
Olivier TeytaudfacebookVerified email at fb.com
Md Solimul ChowdhurySchool of Computer Science, Carnegie Mellon UniversityVerified email at andrew.cmu.edu

Martin Müller

Professor, Computing Science, University of Alberta

Verified email at ualberta.ca - Homepage

Games Planning Monte Carlo Tree Search Combinatorial Game Theory Computer Go


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Near optimal hierarchical path-finding. A Botea, M Müller, J Schaeffer J. Game Dev. 1 (1), 1-30, 2004	624	2004
Checkers is solved J Schaeffer, N Burch, Y Björnsson, A Kishimoto, M Müller, R Lake, P Lu, ... Science 317 (5844), 1518, 2007	603	2007
Computer Go M Müller Artificial Intelligence 134 (1-2), 145-179, 2002	296	2002
Macro-FF: Improving AI planning with automatically learned macro-operators A Botea, M Enzenberger, M Müller, J Schaeffer Journal of Artificial Intelligence Research 24 (1), 581-621, 2005	263	2005
Fuego - An Open-Source Framework for Board Games and Go Engine Based on Monte-Carlo Tree Search M Enzenberger, M Müller, B Arneson, R Segal Computational Intelligence and AI in Games, IEEE Transactions on, 1-1, 2009	229	2009
Reinforcement learning of local shape in the game of Go D Silver, R Sutton, M Müller 20th International Joint Conference on Artificial Intelligence, 1053-1058, 2007	173	2007
Sample-based learning and search with permanent and transient memories D Silver, RS Sutton, M Müller Proceedings of the 25th international conference on Machine learning, 968-975, 2008	162	2008
Temporal-difference search in computer Go D Silver, RS Sutton, M Müller Machine learning 87, 183-219, 2012	137	2012
Monte-Carlo exploration for deterministic planning H Nakhost, M Müller Proc. IJCAI, 1766-1771, 2009	130	2009
Solving checkers J Schaeffer, Y Björnsson, N Burch, A Kishimoto, M Müller, R Lake, P Lu, ... IJCAI, 292-297, 2005	83	2005
A lock-free multithreaded Monte-Carlo tree search algorithm M Enzenberger, M Müller Advances in Computer Games: 12th International Conference, ACG 2009 …, 2010	82	2010
Computer Go as a sum of local games M Müller Ph. D. Dissertation, ETH Zürich, 1995	80*	1995
MoHex 2.0: a pattern-based MCTS Hex player SC Huang, B Arneson, RB Hayward, M Müller, J Pawlewicz	65	2013
Resource-Constrained Planning: A Monte Carlo Random Walk Approach H Nakhost, J Hoffmann, M Müller ICAPS, 2012	62	2012
Using abstraction for planning in sokoban A Botea, M Müller, J Schaeffer Computers and Games: Third International Conference, CG 2002, Edmonton …, 2003	61	2003
Action elimination and plan neighborhood graph search: Two algorithms for plan improvement H Nakhost, M Müller Proc. ICAPS-2010, 121-128, 2010	59	2010
Learning partial-order macros from solutions A Botea, M Müller, J Schaeffer Proceedings of the 15th International Conference on Automated Planning and …, 2005	55	2005
Game-tree search using proof numbers: The first twenty years A Kishimoto, MHM Winands, M Müller, JT Saito Icga Journal 35 (3), 131-156, 2012	54	2012
A general solution to the graph history interaction problem A Kishimoto, M Müller PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, 644-649, 2004	50	2004
Df-pn in Go: Application to the one-eye problem A Kishimoto, M Müller Advances in computer games 10, 125-141, 2003	50	2003

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors