@comment{---------------------------Programs, web pages---------------------------}

@misc{Pachi,
author = {Baudis, P.},
title = {Pachi Simple {Go}/Baduk/Weiqi Bot},
publisher = {},
year = {2010},
url = {http://repo.or.cz/w/pachi.git},
note = {Date retrieved: March 10, 2010.}
}

@comment{-----------------------------future--------------------------------------}

@misc{Couetoux201x,
TITLE        = "{Monte Carlo Tree Search in Go}",
AUTHOR       = "Cou{\"e}toux, A. and M{\"u}ller, M. and Teytaud, O.",
NOTE         = "Book chapter, to appear in Monte Carlo Tree Search for Games and Beyond",
YEAR         = "2015?"
}

@misc{Cazenave2014,
TITLE        = "Sequential Halving Applied to Trees", 
  author    = {T. Cazenave},
NOTE         = "To appear in IEEE TCIAIG",
YEAR         = "2014"
}


@comment{-----------------------------2014----------------------------------------}

@article{DBLP:journals/ftml/Munos14,
  author    = {R. Munos},
  title     = {From Bandits to {Monte-Carlo Tree Search}: The Optimistic
               Principle Applied to Optimization and Planning},
  journal   = {Foundations and Trends in Machine Learning},
  volume    = {7},
  number    = {1},
  year      = {2014},
  pages     = {1--129},
  ee        = {http://dx.doi.org/10.1561/2200000038},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@MASTERSTHESIS{VanEyck2012,
 AUTHOR       = "Van Eyck, G.",
 TITLE        = "Move Groups as a General Enhancement for {Monte Carlo Tree Search}",
 SCHOOL       = "University of Alberta",
 url = "http://hdl.handle.net/10402/era.38054",
 YEAR         = "2014"}


@comment{-----------------------------2013----------------------------------------}

@inproceedings{DBLP:conf/ki/WistubaS13,
  author    = {Wistuba, M. and Schmidt-Thieme, L.},
  title     = {Move Prediction in {Go} - Modelling Feature Interactions Using
               Latent Factors},
  booktitle = {KI2013},
  year      = {2013},
  pages     = {260-271},
  ee        = {http://dx.doi.org/10.1007/978-3-642-40942-4_23},
  crossref  = {DBLP:conf/ki/2013},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/ki/2013,
  editor    = {I. Timm and
               M. Thimm},
  title     = {KI 2013: Advances in Artificial Intelligence - 36th Annual
               German Conference on AI},
  booktitle = {KI2013},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {8077},
  year      = {2013},
  isbn      = {978-3-642-40941-7},
  ee        = {http://dx.doi.org/10.1007/978-3-642-40942-4},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/aips/0001H13,
  author    = {T. Keller and
               M. Helmert},
  title     = {Trial-Based Heuristic Tree Search for Finite Horizon {MDPs}},
  booktitle = {ICAPS},
  year      = {2013},
  ee        = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS13/paper/view/6026},
  crossref  = {DBLP:conf/aips/2013},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/aips/2013,
  editor    = {D. Borrajo and
               S. Kambhampati and
               A. Oddi and
               S. Fratini},
  title     = {ICAPS 2013},
  booktitle = {ICAPS},
  publisher = {AAAI},
  year      = {2013},
  isbn      = {978-1-57735-609-7},
  ee        = {http://www.aaai.org/Library/ICAPS/icaps13contents.php},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@misc{Huang2013a,
    AUTHOR       = "Huang, S.-C. and Arneson, B. and Hayward, R.
                    and M{\"u}ller, M. and Pawlewicz, J.",
    TITLE        = "{MoHex} 2.0: a pattern-based {MCTS Hex} player",
    NOTE         = "To appear in Computers and Games 2013.
                    12 pp.",
  year           = {2013}
}

@misc{Huang2013b,
    AUTHOR       = "Huang, S.-C. and M{\"u}ller, M.",
    TITLE        = "Investigating the Limits of {Monte Carlo} 
                    Tree Search Methods in Computer {Go}",
    NOTE         = "To appear in Computers and Games 2013.
                    12 pp.",
  year           = {2013}
}

@misc{Fernando2013,
    AUTHOR       = "Fernando, S. and M{\"u}ller, M.",
    TITLE        = "Analyzing Simulations in {Monte Carlo} Tree Search 
                    for the Game of {Go}",
    NOTE         = "To appear in Computers and Games 2013.
                    12 pp.",
  year           = {2013}
}

@misc{Ikeda2013,
    AUTHOR       = "K. Ikeda and S. Viennot",
    TITLE        = "Efficiency of Static Knowledge Bias in {Monte-Carlo} Tree Search",
    NOTE         = "To appear in Computers and Games 2013.",
  year           = {2013}
}

@inproceedings{DBLP:conf/icml/KarninKS13,
  author    = {Z. Karnin and
               T. Koren and
               O. Somekh},
  title     = {Almost Optimal Exploration in Multi-Armed Bandits},
  booktitle = {ICML},
  year      = {2013},
  pages     = {1238--1246},
  ee        = {http://jmlr.org/proceedings/papers/v28/karnin13.html},
  crossref  = {DBLP:conf/icml/2013},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/icml/2013,
  title     = {Proceedings of the 30th International Conference on Machine
               Learning},
  booktitle = {ICML},
  publisher = {JMLR.org},
  series    = {JMLR Proceedings},
  volume    = {28},
  year      = {2013},
  ee        = {http://jmlr.org/proceedings/papers/v28/},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/cig/BaierW13,
  author    = {H. Baier and
               M. Winands},
  title     = {{Monte-Carlo Tree Search} and minimax hybrids},
  booktitle = {CIG},
  year      = {2013},
  pages     = {1--8},
  ee        = {http://dx.doi.org/10.1109/CIG.2013.6633630},
  crossref  = {DBLP:conf/cig/2013},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/cig/2013,
  title     = {2013 IEEE Conference on Computational Inteligence in Games
               (CIG), Niagara Falls, ON, Canada, August 11-13, 2013},
  booktitle = {CIG},
  publisher = {IEEE},
  year      = {2013},
  ee        = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6613622},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/ijcai/LanctotLW13,
  author    = {M. Lanctot and
               V. Lis{\'y} and
               M. Winands},
  title     = {{Monte Carlo Tree Search} in Simultaneous Move Games with
               Applications to {Goofspiel}},
  booktitle = {CGW@IJCAI},
  year      = {2013},
  pages     = {28--43},
  ee        = {http://dx.doi.org/10.1007/978-3-319-05428-5_3},
  crossref  = {DBLP:conf/ijcai/2013cgw},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/ijcai/2013cgw,
  editor    = {T. Cazenave and
               M. Winands and
               H. Iida},
  title     = {Computer Games - Workshop on Computer Games, IJCAI 2013},
  booktitle = {CGW@IJCAI},
  publisher = {Springer},
  series    = {Communications in Computer and Information Science},
  volume    = {408},
  year      = {2014},
  isbn      = {978-3-319-05427-8},
  ee        = {http://dx.doi.org/10.1007/978-3-319-05428-5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/ijcai/LanctotSVAW13,
  author    = {M. Lanctot and
               A. Saffidine and
               J. Veness and
               C. Archibald and
               M. Winands},
  title     = {{Monte Carlo} *-{Minimax} Search},
  booktitle = {IJCAI},
  year      = {2013},
  pages     = {580--586},
  ee        = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6862},
  crossref  = {DBLP:conf/ijcai/2013},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/ijcai/2013,
  editor    = {F. Rossi},
  title     = {IJCAI 2013, Proceedings of the 23rd International Joint
               Conference on Artificial Intelligence, Beijing, China, August
               3-9, 2013},
  booktitle = {IJCAI},
  publisher = {IJCAI/AAAI},
  year      = {2013},
  isbn      = {978-1-57735-633-2},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/jair/GuezSD13,
  author    = {A. Guez and
               D. Silver and
               P. Dayan},
  title     = {Scalable and Efficient {Bayes}-Adaptive Reinforcement Learning
               Based on {Monte-Carlo Tree Search}},
  journal   = {Journal of Artificial Intelligence Research (JAIR)},
  volume    = {48},
  year      = {2013},
  pages     = {841--883},
  ee        = {http://dx.doi.org/10.1613/jair.4117},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}


@comment{-----------------------------2012----------------------------------------}

@article{DBLP:journals/tciaig/BrownePWLCRTPSC12,
  author    = {Browne, C. and
               Powley, E. and
               Whitehouse, D. and
               Lucas, S. and
               Cowling, P. and
               Rohlfshagen, P. and
               Tavener, S. and
               Perez, D. and
               Samothrakis, S. and
               Colton, S.},
  title     = {A Survey of {Monte Carlo} Tree Search Methods},
  journal   = {IEEE Trans. Comput. Intellig. and AI in Games},
  volume    = {4},
  number    = {1},
  year      = {2012},
  pages     = {1-43},
  ee        = {http://dx.doi.org/10.1109/TCIAIG.2012.2186810},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{Silver2012,
  author    = {Silver, D. and
               Sutton, R. and
               M{\"u}ller, M.},
  title     = {Temporal-difference search in computer {Go}},
  journal   = {Machine Learning},
  volume    = {87},
  number    = {2},
  year      = {2012},
  pages     = {183--219},
  ee        = {http://dx.doi.org/10.1007/s10994-012-5280-0},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/aips/KellerE12,
  author    = {T. Keller and
               P. Eyerich},
  title     = {{PROST}: Probabilistic Planning Based on {UCT}},
  booktitle = {ICAPS},
  year      = {2012},
  ee        = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS12/paper/view/4715},
  crossref  = {DBLP:conf/aips/2012},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/aips/2012,
  editor    = {L. McCluskey and
               B. Williams and
               J. Reinaldo Silva and
               B. Bonet},
  title     = {ICAPS 2012},
  booktitle = {ICAPS},
  publisher = {AAAI},
  year      = {2012},
  isbn      = {978-1-57735-562-5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@incollection{VanEyck2011,
    AUTHOR       = "Van Eyck, G. and M{\"u}ller, M.",
    TITLE        = "Revisiting Move Groups in {Monte Carlo Tree Search}",
   affiliation = {University of Alberta, Edmonton, Canada},
   booktitle = {Advances in Computer Games},
   series = {Lecture Notes in Computer Science},
   editor = {van den Herik, H. and Plaat, A.},
   publisher = {Springer Berlin / Heidelberg},
   isbn = {978-3-642-31865-8},
   keyword = {Computer Science},
   pages = {13--23},
   volume = {7168},
   url = {http://dx.doi.org/10.1007/978-3-642-31866-5_2},
   year = {2012}
}

@inproceedings{Kaufmann2012,
author = {Kaufmann, E. and Korda, N. and Munos, R.},
title = {Thompson sampling: An asymptotically optimal finite-time analysis},
  booktitle = {ALT},
year = {2012},
pages = {199--213},
  ee        = {http://dx.doi.org/10.1007/978-3-642-34106-9_18},
  crossref  = {DBLP:conf/alt/2012},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/alt/2012,
  editor    = {N. Bshouty and
               G. Stoltz and
               N. Vayatis and
               T. Zeugmann},
  title     = {Algorithmic Learning Theory - 23rd International Conference,
               ALT 2012, Lyon, France, October 29-31, 2012. Proceedings},
  booktitle = {ALT},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {7568},
  year      = {2012},
  isbn      = {978-3-642-34105-2},
  ee        = {http://dx.doi.org/10.1007/978-3-642-34106-9},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@MASTERSTHESIS{Ewalds2012,
 AUTHOR       = "T. Ewalds",
 TITLE        = "Playing and Solving {Havannah}",
 SCHOOL       = "University of Alberta",
 YEAR         = "2012"}

@article{DBLP:journals/kbs/SchaddWTU12,
  author    = {M. Schadd and
               M. Winands and
               M. Tak and
               J. Uiterwijk},
  title     = {Single-player {Monte-Carlo} tree search for {SameGame}},
  journal   = {Knowledge-Based Systems},
  volume    = {34},
  year      = {2012},
  pages     = {3--11},
  ee        = {http://dx.doi.org/10.1016/j.knosys.2011.08.008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/tciaig/NijssenW12,
  author    = {J. Nijssen and
               M. Winands},
  title     = {{Monte Carlo Tree Search} for the Hide-and-Seek Game {Scotland
               Yard}},
  journal   = {IEEE Trans. Comput. Intellig. and AI in Games},
  volume    = {4},
  number    = {4},
  year      = {2012},
  pages     = {282--294},
  ee        = {http://dx.doi.org/10.1109/TCIAIG.2012.2210424},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/ecai/BaierW12,
  author    = {H. Baier and
               M. Winands},
  title     = {Nested {Monte-Carlo Tree Search} for Online Planning in Large
               {MDPs}},
  booktitle = {ECAI},
  year      = {2012},
  pages     = {109--114},
  ee        = {http://dx.doi.org/10.3233/978-1-61499-098-7-109},
  crossref  = {DBLP:conf/ecai/2012},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/ecai/2012,
  editor    = {L. De Raedt and
               C. Bessi{\`e}re and
               D. Dubois and
               P. Doherty and
               P. Frasconi and
               F. Heintz and
               P. Lucas},
  title     = {ECAI 2012 - 20th European Conference on Artificial Intelligence},
  booktitle = {ECAI},
  publisher = {IOS Press},
  series    = {Frontiers in Artificial Intelligence and Applications},
  volume    = {242},
  year      = {2012},
  isbn      = {978-1-61499-097-0},
  ee        = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=31572},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/jair/BranavanSB12,
  author    = {S. R. K. Branavan and
               D. Silver and
               R. Barzilay},
  title     = {Learning to Win by Reading Manuals in a {Monte-Carlo} Framework},
  journal   = {Journal of Artificial Intelligence Research (JAIR)},
  volume    = {43},
  year      = {2012},
  pages     = {661--704},
  ee        = {http://dx.doi.org/10.1613/jair.3484},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@comment{-----------------------------2011----------------------------------------}

@article{Gelly2011,
 author = {Gelly, S. and Silver, D.},
 title = {{Monte-Carlo Tree Search} and {Rapid Action Value Estimation} in Computer {Go}},
 journal = {Artificial Intelligence},
 volume = {175},
 number = {11},
 year = {2011},
 issn = {0004-3702},
 pages = {1856--1875},
 url = {http://dx.doi.org/10.1016/j.artint.2011.03.007},
 doi = {10.1016/j.artint.2011.03.007},
 publisher = {Elsevier Science Publishers Ltd.},
 address = {Essex, UK},
 keywords = {Computer Go, Monte-Carlo, Reinforcement learning, Search},
} 


@inproceedings{DBLP:conf/aips/RamanujanS11,
  author    = {Ramanujan, R. and
               Selman, B.},
  title     = {Trade-Offs in Sampling-Based Adversarial Planning},
  booktitle = {ICAPS},
  year      = {2011},
  ee        = {http://aaai.org/ocs/index.php/ICAPS/ICAPS11/paper/view/2708},
  crossref  = {DBLP:conf/aips/2011},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/aips/2011,
  editor    = {Bacchus, F. and
               Domshlak, C. and
               Edelkamp, S. and
               Helmert, M.},
  title     = {Proceedings of the 21st International Conference on Automated
               Planning and Scheduling, ICAPS 2011, Freiburg, Germany June
               11-16, 2011},
  booktitle = {ICAPS},
  publisher = {AAAI},
  year      = {2011},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@phdthesis{Huang2011,
title = {New Heuristics for {Monte Carlo Tree Search} Applied to the Game of {Go}},
author = {S. Huang},
year = {2011},
school = {National Taiwan Normal University}
}

@inproceedings{DBLP:conf/socs/YoshizoeKKYI11,
  author    = {K. Yoshizoe and
               A. Kishimoto and
               T. Kaneko and
               H. Yoshimoto and
               Y. Ishikawa},
  title     = {Scalable Distributed {Monte-Carlo} Tree Search},
  booktitle = {Symposium on Combinatorial
               Search},
 PAGES        = "180--187",
  year      = {2011},
  ee        = {http://www.aaai.org/ocs/index.php/SOCS/SOCS11/paper/view/4023},
  crossref  = {DBLP:conf/socs/2011},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/socs/2011,
  editor    = {D. Borrajo and
               M. Likhachev and
               C. Linares L{\'o}pez},
  title     = {Proceedings of the Fourth Annual Symposium on Combinatorial
               Search, SOCS 2011, Castell de Cardona, Barcelona, Spain,
               July 15.16, 2011},
  booktitle = {SOCS},
  publisher = {AAAI Press},
  year      = {2011},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@incollection {Segal2011,
   author = {Segal, R.},
   affiliation = {IBM Research, Yorktown Heights, NY USA},
   title = {On the Scalability of Parallel {UCT}},
   booktitle = {Computers and Games},
   series = {Lecture Notes in Computer Science},
   editor = {van den Herik, H. and Iida, H. and Plaat, A.},
   publisher = {Springer Berlin / Heidelberg},
   isbn = {978-3-642-17927-3},
   keyword = {Computer Science},
   pages = {36-47},
   volume = {6515},
   url = {http://dx.doi.org/10.1007/978-3-642-17928-0_4},
   year = {2011}
}

@inproceedings{Graf2011,
  address = {Bordeaux, France},
  author = {Graf, T. and Lorenz, U. and Platzner, M. and Schaefers, L.},
  booktitle = {Proc. 17th Int. Euro. Conf. Parallel Distrib. Comput., LNCS 6853},
  keywords = {distributed memory,hpc,monte-carlo tree search,uct},
  pages = {365--376},
  title = {{Parallel Monte-Carlo Tree Search for HPC Systems}},
  year = {2011}
}

@INPROCEEDINGS{Tom2010a,
    AUTHOR       = "Tom, D. and M{\"u}ller, M.",
    affiliation = {Department of Computing Science, University of Alberta, 
    			   Edmonton, Canada T6G 2E8},
    title = {Computational Experiments with the {RAVE} Heuristic},
    booktitle = {Computers and Games},
    series = {Lecture Notes in Computer Science},
    editor = {van den Herik, J. and Iida, H. and Plaat, A.},
    publisher = {Springer Berlin / Heidelberg},
    pages = {69--80},
    volume = {6515},
    url = {http://dx.doi.org/10.1007/978-3-642-17928-0_7},
    YEAR         = "2011"
}

@inproceedings{Rosin2011,
 author = {Rosin, C.},
 title = {Nested Rollout Policy Adaptation for {Monte Carlo Tree Search}},
 booktitle = {Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence - Volume Volume One},
 series = {IJCAI'11},
 year = {2011},
 isbn = {978-1-57735-513-7},
 location = {Barcelona, Catalonia, Spain},
 pages = {649--654},
 url = {http://dx.doi.org/10.5591/978-1-57735-516-8/IJCAI11-115},
 doi = {10.5591/978-1-57735-516-8/IJCAI11-115},
 acmid = {2283502},
 publisher = {AAAI Press},
} 

@inproceedings{DBLP:conf/cig/WinandsB11,
  author    = {M. H. M. Winands and
               Y. Bj{\"o}rnsson},
  title     = {$\alpha\beta$-based play-outs in {Monte-Carlo Tree Search}},
  booktitle = {CIG},
  year      = {2011},
  pages     = {110--117},
  ee        = {http://dx.doi.org/10.1109/CIG.2011.6031996},
  crossref  = {DBLP:conf/cig/2011},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/cig/2011,
  editor    = {S.-B. Cho and
               S. Lucas and
               P. Hingston},
  title     = {2011 IEEE Conference on Computational Intelligence and Games},
  booktitle = {CIG},
  publisher = {IEEE},
  year      = {2011},
  isbn      = {978-1-4577-0010-1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/ijcai/BranavanSB11,
  author    = {S. R. K. Branavan and
               D. Silver and
               R. Barzilay},
  title     = {Non-Linear {Monte-Carlo} Search in {Civilization II}},
  booktitle = {IJCAI},
  year      = {2011},
  pages     = {2404--2410},
  ee        = {http://ijcai.org/papers11/Papers/IJCAI11-401.pdf},
  crossref  = {DBLP:conf/ijcai/2011},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/ijcai/2011,
  editor    = {T. Walsh},
  title     = {IJCAI 2011, Proceedings of the 22nd International Joint
               Conference on Artificial Intelligence},
  booktitle = {IJCAI},
  publisher = {IJCAI/AAAI},
  year      = {2011},
  isbn      = {978-1-57735-516-8},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@comment{-----------------------------2010----------------------------------------}

@inproceedings{DBLP:conf/cg/HuangCL10,
  author = {S. Huang and R. Coulom and S. Lin},
  title     = {{Monte-Carlo} Simulation Balancing in Practice},
  booktitle = {Computers and Games},
  year      = {2010},
  pages     = {81--92},
  ee        = {http://dx.doi.org/10.1007/978-3-642-17928-0_8},
  crossref  = {DBLP:conf/cg/2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/cg/RimmelTT10,
  author    = {A. Rimmel and
               F. Teytaud and
               O. Teytaud},
  title     = {Biasing {Monte-Carlo} Simulations through {RAVE} Values},
  booktitle = {Computers and Games},
  year      = {2010},
  pages     = {59-68},
  ee        = {http://dx.doi.org/10.1007/978-3-642-17928-0_6},
  crossref  = {DBLP:conf/cg/2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/cg/2010,
  editor    = {J. van den Herik and
               H. Iida and
               A. Plaat},
  title     = {Computers and Games - 7th International Conference, CG 2010},
  booktitle = {Computers and Games},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {6515},
  year      = {2011},
  isbn      = {978-3-642-17927-3},
  ee        = {http://dx.doi.org/10.1007/978-3-642-17928-0},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{Arneson2010,
    Author = {Arneson, B. and Hayward, R. B. and Henderson, P.},
    Doi = {10.1109/TCIAIG.2010.2067212},
    Journal = {IEEE Transactions on Computational Intelligence and AI in Games},
    Number = {4},
    Pages = {251--258},
    Title = {{Monte Carlo} Tree Search in {Hex}},
    Volume = {2},
    Year = {2010}
}

@article{Rimmel2010,
    Author = {Rimmel, A. and Teytaud, O. and Lee, C.-S. and
                      Yen, S.-J. and Wang, M.-H. and Tsai, S.-R.},
    Doi = {10.1109/TCIAIG.2010.2098876},
    Journal = {IEEE Transactions on Computational Intelligence and AI in Games},
    Number = {4},
    Pages = {229--238},
    Title = {Current Frontiers in Computer {Go}},
    Volume = {2},
    Year = {2010}
    }

@article{DBLP:journals/amai/Rosin11,
  author    = {C. Rosin},
  title     = {Multi-armed bandits with episode context},
  journal   = {Ann. Math. Artif. Intell.},
  volume    = {61},
  number    = {3},
  year      = {2011},
  pages     = {203--230},
  ee        = {http://dx.doi.org/10.1007/s10472-011-9258-6},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/uai/RamanujanSS10,
  author    = {Ramanujan, R. and
               Sabharwal, A. and
               Selman, B.},
  title     = {Understanding Sampling Style Adversarial Search Methods},
  booktitle = {UAI},
  year      = {2010},
  pages     = {474-483},
  ee        = {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1{\&}smnu=2{\&}article_id=2160{\&}proceeding_id=26},
  crossref  = {DBLP:conf/uai/2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/uai/2010,
  editor    = {Gr{\"u}nwald, P. and
               Spirtes, P.},
  title     = {UAI 2010, Proceedings of the Twenty-Sixth Conference on
               Uncertainty in Artificial Intelligence, Catalina Island,
               CA, USA, July 8-11, 2010},
  booktitle = {UAI},
  publisher = {AUAI Press},
  year      = {2010},
  isbn      = {978-0-9749039-6-5},
  ee        = {http://uai.sis.pitt.edu/displayArticles.jsp?mmnu=1{\&}smnu=1{\&}proceeding_id=26},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/aips/RamanujanSS10,
  author    = {Ramanujan, R. and
               Sabharwal, A. and
               Selman, B.},
  title     = {On Adversarial Search Spaces and Sampling-Based Planning},
  booktitle = {ICAPS},
  year      = {2010},
  pages     = {242-245},
  ee        = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS10/paper/view/1458},
  crossref  = {DBLP:conf/aips/2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/aips/2010,
  editor    = {Brafman, R. and
               Geffner, H. and
               Hoffmann, J. and
               Kautz, H.},
  title     = {Proceedings of the 20th International Conference on Automated
               Planning and Scheduling, ICAPS 2010, Toronto, Ontario, Canada,
               May 12-16, 2010},
  booktitle = {ICAPS},
  publisher = {AAAI},
  year      = {2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{Winands2010,
    author  = {Winands, M. and Bj{\"o}rnsson, Y. and Saito, J-T.},
    title   = {{Monte Carlo Tree Search in Lines of Action}},
    journal = {IEEE Transactions on Computational Intelligence and AI in Games},
    volume  = {2},
    number  = {4},
    pages   = {239--250},
    year    = {2010}
}

@INPROCEEDINGS{fabienCMC,
    title = {Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search},
    author = {Rimmel, A. and Teytaud, F.},
    booktitle = {2nd European event on Bio-inspired algorithms for GAMES (EvoGAMES'10)},
    year = {2010},
    address = {Istanbul, Turkey},
    publisher = {Springer-Verlag},
}

@inproceedings{BOURKI:2010:INRIA-00512854:1,
    Address = {{K}anazawa, {J}apan},
    Affiliation = {{L}aboratoire de {R}echerche et de {D}{\'e}veloppement de l'{EPITA} - {LRDE} - {E}cole {P}our l'{I}nformatique et les {T}echniques {A}vanc{\'e}es - {M}aastricht {U}niversity - univ. {M}aastricht - {MOAIS} - {INRIA} {R}h{\^o}ne-{A}lpes / {LIG} {L}aboratoire d'{I}nformatique de {G}renoble - {INRIA} - {U}niversit{\'e} {J}oseph {F}ourier - {G}renoble {I} - {I}nstitut {N}ational {P}olytechnique de {G}renoble - {INPG} - {U}niversit{\'e} {P}ierre {M}end{\`e}s-{F}rance - {G}renoble {II} - {CNRS} : {UMR}5217 - {TAO} - {INRIA} {S}aclay - {I}le de {F}rance - {INRIA} - {CNRS} : {UMR}8623 - {U}niversit{\'e} {P}aris {S}ud - {P}aris {XI} - {GRAND}-{LARGE} - {INRIA} {S}aclay - {I}le de {F}rance - {INRIA} - {CNRS} : {UMR}8623 - {U}niversit{\'e} {P}aris {S}ud - {P}aris {XI} - {L}aboratoire de {R}echerche en {I}nformatique - {LRI} - {CNRS} : {UMR}8623 - {U}niversit{\'e} {P}aris {S}ud - {P}aris {XI} - {D}epartment of {C}omputing {S}cience - {D}epartment of {C}omputing {S}cience, {U}niversity of {A}lberta },
    Author = {Bourki, A. and Chaslot, G. and Coulm, M. and Danjean, V. and Doghmen, H. and H{\'e}rault, T. and Hoock, J.-B. and Rimmel, A. and Teytaud, F. and Teytaud, O. and Vayssi{\`e}re, P. and Yu, Z.},
    Booktitle = {{T}he {I}nternational {C}onference on {C}omputers and {G}ames 2010 },
    Title = { {S}calability and {P}arallelization of {M}onte-{C}arlo {T}ree {S}earch},
    Url = {http://hal.inria.fr/inria-00512854/PDF/newcluster.pdf},
    Year = {2010}
}

@article{HOOCK:2010:INRIA-00544758:1,
    HAL_ID = {inria-00544758},
    URL = {http://hal.archives-ouvertes.fr/inria-00544758/en/},
    title = { {I}ntelligent {A}gents for the {G}ame of {G}o},
    author = {Hoock, J.-B. and Lee, C.-S. and Rimmel, A. 
    and Teytaud, F. and Teytaud, O.  and Wang, M.-H.},
    affiliation = {{L}aboratoire de {R}echerche en {I}nformatique - {LRI} - {CNRS} : {UMR}8623 - {U}niversit{\'e} {P}aris {S}ud - {P}aris {XI} - {TAO} - {INRIA} {S}aclay - {I}le de {F}rance - {INRIA} - {CNRS} : {UMR}8623 - {U}niversit{\'e} {P}aris {S}ud - {P}aris {XI} - {D}epartment of {C}omputer {S}cience and {I}nformation {E}ngineering - {CSIE} - {N}ational {U}niversity of {T}ainan - {N}ational {U}niversity of {T}ainan - {NUTN} - {NUTN} },
    journal = {{IEEE} {C}omputational {I}ntelligence {M}agazine },
    month = {11},
    year = {2010},
    URL = {http://hal.archives-ouvertes.fr/inria-00544758/PDF/cimok.pdf},
}

@INPROCEEDINGS{CHASLOT:2009:INRIA-00386477:1,
title = {{A}dding expert knowledge and exploration in {M}onte-{C}arlo {T}ree {S}earch},
author = {Chaslot, G. and Fiter, C. and Hoock, J.-B. and Rimmel, A.
 and Teytaud, O.},
booktitle = {Advances in Computer Games},
year = {2010},
address = {{P}amplona, Spain},
publisher = {{S}pringer Verlag},
  pages     = {1--13},
  ee        = {http://dx.doi.org/10.1007/978-3-642-12993-3_1},
  crossref  = {ACG12}
}

@proceedings{ACG12,
  editor    = {van den Herik, J. and
               Spronck, P.},
  title     = {Advances in Computer Games. 12th International Conference, ACG 2009,
               Pamplona, Spain, May 11-13, 2009},
  booktitle = {Advances in Computer Games},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {6048},
  year      = {2010},
  isbn      = {978-3-642-12992-6}
}
    
@ARTICLE{Baier2010, 
author={Baier, H. and Drake, P.}, 
title={The Power of Forgetting: Improving the Last-Good-Reply Policy in {Monte Carlo Go}}, 
 JOURNAL      = "IEEE Transactions on Computational Intelligence 
                and AI in Games",
volume={2}, 
number={4}, 
pages={303--309}, 
year={2010}, 
keywords={Monte Carlo Go;biased random sampling policy;forgetting;game playing;last-good-reply policy;simulated games;tree search;win rate;Monte Carlo methods;computer games;learning (artificial intelligence);tree searching;}, 
doi={10.1109/TCIAIG.2010.2100396}, 
ISSN={1943-068X}
}

@article{Enzenberger2010,
AUTHOR       = "Enzenberger, M. and M{\"u}ller, M.
            and Arneson, B. and Segal, R.",
TITLE        = "Fuego - An Open-Source Framework for Board Games
            and {Go} Engine Based on {Monte Carlo} Tree Search",
 JOURNAL     = "IEEE Transactions on Computational Intelligence 
                and AI in Games",
 VOLUME      = "2",
 NUMBER      = "4",
 PAGES       = "259--270",
DOI          = "10.1109/TCIAIG.2010.2083662",
YEAR         = "2010"
}

@inproceedings{morpion146,
Author = {H. Akiyama and K. Komiya and Y. Kotani},
Booktitle = {{TAAI}},
Title = {Nested {Monte-Carlo} Search with {AMAF} Heuristic},
Year = {2010}}

@INPROCEEDINGS{Soejima2009,
title = {Root Parallelization of {Monte Carlo} Tree Search and Its Effectiveness
in Computer {Go}},
author = {Soejima, Y. and Kishimoto, A. and Watanabe, O.},
booktitle = {14th Game Programming Workshop in Japan},
pages = {27--33},
year = {2010}
}

@article{Soejima2010,
  title={Evaluating root parallelization in {Go}},
  author={Soejima, Y. and Kishimoto, A. and Watanabe, O.},
  journal={Computational Intelligence and AI in Games, IEEE Transactions on},
  volume={2},
  number={4},
  pages={278--287},
  year={2010},
  publisher={IEEE}
}

@INPROCEEDINGS{Tom2009a,
AUTHOR    = "Tom, D. and M{\"u}ller, M.",
TITLE     = "A Study of {UCT} and its Enhancements in an Artificial Game",
booktitle = {Advances in Computer Games},
year      = {2010},
address   = {{P}amplona, Spain},
publisher = {{S}pringer Verlag},
url       = {http://hal.inria.fr/inria-00386477/en/},
pages     = {55--64},
ee        = {http://dx.doi.org/10.1007/978-3-642-12993-3_6},
crossref  = {ACG12}
}

@inproceedings{Baba2010,
 author = {Baba, S. and Iwasaki, A. and Yokoo, M. and Silaghi, M. C. and Hirayama, K. and Matsui, T.},
 title = {Cooperative Problem Solving Against Adversary: Quantified Distributed Constraint Satisfaction Problem},
 booktitle = {Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems},
 series = {AAMAS '10},
 year = {2010},
 isbn = {978-0-9826571-1-9},
 location = {Toronto, Canada},
 pages = {781--788},
 url = {http://dl.acm.org/citation.cfm?id=1838206.1838310},
 publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
 address = {Richland, SC},
 keywords = {distributed constraint satisfaction problem, quantified constraint satisfaction problem},
} 

@article{Audibert2010,
author = {Audibert, J.-Y. and Bubeck, S.},
title = {Best arm identification in multi-armed bandits},
journal = {Proceedings COLT 2010},
year = {2010}
}

@MASTERSTHESIS{Tom2010b,
 AUTHOR       = "Tom, D.",
 TITLE        = "Investigating {UCT} and {RAVE}: steps towards a more robust method",
 SCHOOL       = "University of Alberta",
 url = "http://repository.library.ualberta.ca/dspace/handle/10048/1087",
 YEAR         = "2010"}

@inproceedings{Silver2010,
  author    = {D. Silver and
               J. Veness},
  title     = {{Monte-Carlo} Planning in Large {POMDPs}},
  booktitle = {NIPS},
  year      = {2010},
  pages     = {2164--2172},
  ee        = {http://books.nips.cc/papers/files/nips23/NIPS2010_0740.pdf},
  crossref  = {DBLP:conf/nips/2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/nips/2010,
  editor    = {J. Lafferty and
               C. Williams and
               J. Shawe-Taylor and
               R. Zemel and
               A. Culotta},
  title     = {Advances in Neural Information Processing Systems 23: 24th
               Annual Conference on Neural Information Processing Systems
               2010},
  booktitle = {NIPS},
  publisher = {Curran Associates, Inc.},
  year      = {2010},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@comment{-----------------------------2009----------------------------------------}

@ARTICLE{LEE:2009:INRIA-00369786:1,
    title = {{T}he {C}omputational {I}ntelligence of {M}o{G}o {R}evealed in {T}aiwan's {C}omputer {G}o {T}ournaments},
    author = {Lee, C.-S. and Wang, M.-H. and Chaslot, G. and Hoock, J.-B. and Rimmel, A. and Teytaud, O. and Tsai, S.-R. and Hsu, S.-C. and Hong, T.-P.},
    year = {2009},
    pages = {73--89},
    publisher = {{IEEE} Press},
    url = {http://hal.inria.fr/inria-00369786/en/},
    volume = {1},
    journal = {{IEEE} {T}ransactions on {C}omputational {I}ntelligence and {AI} in {G}ames},
    number = {1}
}

@PHDTHESIS{RimmelPhD09,
    title = {Bandit-based optimization on graphs with 
    application to library performance tuning},
    author = {Rimmel, A.},
    year = {2009},
    month = {December},
    school = {Universit\'e Paris-Sud, Ecole doctorale d'informatique},
}

@INPROCEEDINGS{AUDOUARD:2009:INRIA-00369783:1,
    title = {Grid coevolution for adaptive simulations; 
            application to the building of opening books in the game of {G}o},
    author = {Audouard, P. and Chaslot, G. 
            and Hoock, J.-B. and Rimmel, A. and 
            Perez, J. and Teytaud, O.},
    booktitle = {Applications of Evolutionary Computing},
    year = {2009},
    publisher = {Springer},
    series    = {Lecture Notes in Computer Science},
    pages     = {323--332},
    volume    = {5484}
}

@inproceedings{DBLP:conf/icml/MesmayRVP09,
  author    = {F. de Mesmay and
               A. Rimmel and
               Y. Voronenko and
               M. P{\"u}schel},
  title     = {Bandit-based optimization on graphs with application to
               library performance tuning},
  booktitle = {ICML},
  year      = {2009},
  pages     = {92},
  ee        = {http://doi.acm.org/10.1145/1553374.1553468},
  crossref  = {DBLP:conf/icml/2009},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/icml/2009,
  editor    = {A. Pohoreckyj Danyluk and
               L. Bottou and
               M. Littman},
  title     = {Proceedings of the 26th Annual International Conference
               on Machine Learning, ICML 2009, Montreal, Quebec, Canada,
               June 14-18, 2009},
  booktitle = {ICML},
  publisher = {ACM},
  series    = {ACM International Conference Proceeding Series},
  volume    = {382},
  year      = {2009},
  isbn      = {978-1-60558-516-1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{TEYTAUD:2009:INRIA-00380539:1,
title={Creating an {U}pper-{C}onfidence-{T}ree program for {H}avannah},
author={Teytaud, F. and Teytaud, O.},
booktitle = {Advances in Computer Games},
year = {2010},
address = {{P}amplona, Spain},
publisher = {{S}pringer Verlag},
  pages     = {65--74},
  ee        = {http://dx.doi.org/10.1007/978-3-642-12993-3_7},
  crossref  = {ACG12}
}

@inproceedings{busscheduling,
    Author = {T. Cazenave and F. Balbo and S. Pinson},
    Booktitle = {ITSC},
    Title = {{Monte-Carlo} Bus Regulation},
    Year = {2009}}

@inproceedings{DBLP:conf/ijcai/Cazenave09,
  author    = {T. Cazenave},
  title     = {Nested {Monte-Carlo} Search},
  booktitle = {Proceedings of the 21st International Joint
               Conference on Artificial Intelligence, IJCAI 2009, Pasadena, California,
               USA, July 11-17, 2009},
  year      = {2009},
  pages     = {456--461},
}

@article{cazenaveggp,
    Author = {J. M\'{e}hat and T. Cazenave},
    Journal = {{TCIAIG}},
    Title = {Combining {UCT} and {NMCS} for Single-Player {GGP}},
    Year = {2010}}

@inproceedings{Finnsson2009,
  author = {Finnsson, H. and Bj{\"o}rnsson, Y.},
  title = {Simulation Control in {General Game Playing} Agents},
  booktitle = {Proceedings of the IJCAI-09 Workshop on General Game Playing (GIGA'09)},
  year = {2009}
}

@inproceedings{conf/ijcai09/NakhostM,
    Author = {H. Nakhost and M. M{\"u}ller},
    Booktitle = {Proceedings of the 21st International Joint Conference on Artificial Intelligence, IJCAI 2009, Pasadena, California, USA, July 11-17, 2009},
    Pages = {1766--1771},
    Title = {{Monte-Carlo} Exploration for Deterministic Planning},
    Year = {2009}}

@article{DBLP:journals/icga/Drake09,
  author    = {Drake, P.},
  title     = {The {Last-Good-Reply} Policy for {Monte-Carlo Go}},
  journal   = {ICGA Journal},
  volume    = {32},
  number    = {4},
  year      = {2009},
  pages     = {221--227},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@misc{Helmbold2009,
    author = {Helmbold, D. and Parker-Wood, A.},
    title = {All-Moves-As-First Heuristics in {Monte-Carlo Go}},
    booktitle = {Proceedings of the 2009 International Conference on Artificial Intelligence},
    editors = {Arabnia, H. and de la Fuente, D. and Olivas, J.},
    pages = {605--610},
    publisher = {WorldComp},
    year = {2009},
    url = {http://users.soe.ucsc.edu/~dph/mypubs/AMAFpaperWithRef.pdf},
    note = {Date retrieved: March 10, 2010.}
}

@article{Bjornsson09,
    author = {Bj{\"o}rnsson, Y. and Finnsson, H.},
    booktitle = {Computational Intelligence and AI in Games, IEEE Transactions on},
    doi = {10.1109/TCIAIG.2009.2018702},
    journal = {Computational Intelligence and AI in Games, IEEE Transactions on},
    keywords = {games, monte-carlo, simulation},
    month = {March},
    number = {1},
    pages = {4--15},
    title = {CadiaPlayer: A Simulation-Based {General Game Player}},
    url = {http://dx.doi.org/10.1109/TCIAIG.2009.2018702},
    volume = {1},
    year = {2009}
}

@inproceedings{DBLP:conf/icml/SilverT09,
  author    = {D. Silver and
               G. Tesauro},
  title     = {{Monte-Carlo} simulation balancing},
  booktitle = {ICML},
  year      = {2009},
  pages     = {945--952},
  ee        = {http://doi.acm.org/10.1145/1553374.1553495},
  crossref  = {DBLP:conf/icml/2009},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@INPROCEEDINGS{Enzenberger2009a,
AUTHOR       = "Enzenberger, M. and M{\"u}ller, M.",
TITLE        = "A Lock-free Multithreaded {Monte-Carlo} 
Tree Search Algorithm",
booktitle = {Advances in Computer Games},
year = {2010},
address = {{P}amplona, Spain},
publisher = {{S}pringer Verlag},
pages     = {14--20},
ee        = {http://dx.doi.org/10.1007/978-3-642-12993-3_2},
crossref  = {ACG12}
}

@PHDTHESIS{Silver2009,
 AUTHOR       = "Silver, D.",
 TITLE        = "Reinforcement Learning and Simulation-Based Search in 
                 Computer {Go}",
 SCHOOL       = "University of Alberta",
 YEAR         = "2009"}

@comment{-----------------------------2008----------------------------------------}

@inproceedings{SilverAAAI2008,
    author={Gelly, S. and Silver, D.},
    booktitle={Proceedings of the 23rd Conference on Artificial Intelligence, Nectar Track},
    title={Achieving Master Level Play in 9 x 9 Computer {Go}},
    year={2008}
}

@ARTICLE{ChaslotNMNC,
    AUTHOR = "Chaslot, G.  and Winands, M.  and Uiterwijk, J. and van den Herik, J.
    and Bouzy, B.",
    TITLE = "Progressive strategies for {Monte-Carlo} Tree Search",
    JOURNAL = "New Mathematics and Natural Computation",
    VOLUME = "4",
    NUMBER = "3",
    PAGES = "343--357",
    YEAR = "2008"
}

@article{zhang08,
   author="P. Zhang and K-H. Chen",
   title="{Monte Carlo Go} Capturing Tactic Search",
 journal= "New Mathematics and Natural Computation",
 year = 2008,
 volume = 4,
 number =3,
 pages = "359--367"
}

@inproceedings{chaslot2008b,
    author = {Chaslot, G.  and Winands, M.  and van den Herik, J.},
    title = {Parallel {M}onte-{C}arlo Tree Search},
    booktitle = {Proceedings of the 6th International Conference on Computer and Games},
      VOLUME = {5131},
      SERIES = {Lecture Notes in Computer Science},
    citeulike-article-id = {2990707},
    keywords = {computer-go, monte-carlo, parallelization},
    location = {Beijing, China},
        pages = {60--71},
    publisher = {Springer},
    url = {http://www.cs.unimaas.nl/g.chaslot/papers/parallelMCTS.pdf},
    year = {2008}
}

@INPROCEEDINGS{Childs2008,
    author = {Childs, B. and Brodeur, J. and Kocsis, L.},
    booktitle = {IEEE Symposium on Computational Intelligence and Games},
    editor = {Hingston, P. and Barone, L.},
    isbn = {978-1-4244-2974-5},
    keywords = {computer-go, game, monte-carlo, tree-search},
    location = {Perth, Australia},
    organization = {IEEE},
    pages = {389--395},
    title = {Transpositions and Move Groups in {Monte Carlo Tree Search}},
    url = {http://www.csse.uwa.edu.au/cig08/Proceedings/papers/8057.pdf},
    year = {2008}
}

@misc{mogoewrl,
    Author = {G. Chaslot and L. Chatriot and C. Fiter and S. Gelly and 
    J. Hoock and J. Perez and A. Rimmel and O. Teytaud},
    Ee = {http://www.lri.fr/~teytaud/eg.pdf},
    Title = {Combining expert, offline, transient and online knowledge in 
    {M}onte-{C}arlo exploration},
    Year = {2008}
}

@inproceedings{DBLP:conf/cg/Lorentz08,
  author    = {Lorentz, R.},
  title     = {Amazons Discover {M}onte-{C}arlo},
  booktitle = {Computers and Games},
  year      = {2008},
  pages     = {13--24},
  ee        = {http://dx.doi.org/10.1007/978-3-540-87608-3_2},
  crossref  = {DBLP:conf/cg/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/cg/CazenaveJ08,
  author    = {Cazenave, T. and Jouandeau, N.},
  title     = {A Parallel {Monte-Carlo} Tree Search Algorithm},
  booktitle = {Computers and Games},
  year      = {2008},
  pages     = {72--80},
  ee        = {http://dx.doi.org/10.1007/978-3-540-87608-3_7},
  crossref  = {DBLP:conf/cg/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/cg/2008,
  editor    = {van den Herik, J. and
               Xu, X. and
               Ma, Z. and
               Winands, M.},
  title     = {Computers and Games, 6th International Conference, CG 2008},
  booktitle = {Computers and Games},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {5131},
  year      = {2008},
  isbn      = {978-3-540-87607-6},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@misc{Coulom2008a,
author = {Coulom, R.},
title = {Lockless hash table and other parallel search ideas},
year = {2008},
url = {http://computer-go.org/pipermail/computer-go/2008-March/014537.html,
http://computer-go.org/pipermail/computer-go/2008-March/014547.html},
note = {\url{http://computer-go.org/pipermail/computer-go/2008-March/014537.html}. Date retrieved: April 28, 2009.}
}

@inproceedings{KatoGPW2008,
    title = {Parallel {Monte-Carlo} Tree Search with Simulation Servers},
    author = {Kato, H. and Takeuchi, I.},
    booktitle = {13th Game Programming Workshop (GPW-08)},
    keywords = {computer-go, monte-carlo, parallelization},
    location = {Hakone Seminar House, Kanagawa, Japan},
    url = {http://www.gggo.jp/publications/gpw08-private.pdf},
    year = {2008}
}

@inproceedings{SatoGPW2008,
    title = {A Shogi Program Based on {Monte-Carlo} Tree Search},
    author = {Sato, Y. and Takahashi, D.},
    booktitle = {13th Game Programming Workshop (GPW-08)},
    location = {Hakone Seminar House, Kanagawa, Japan},
    pages = {1--8},
    year = {2008}
}

@inproceedings{DBLP:conf/cg/Sturtevant08,
  author    = {Sturtevant, N.},
  title     = {An Analysis of {UCT} in Multi-player Games},
  booktitle = {Computers and Games},
  year      = {2008},
  pages     = {37--49},
  ee        = {http://dx.doi.org/10.1007/978-3-540-87608-3_4},
  crossref  = {DBLP:conf/cg/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}


@inproceedings{DBLP:conf/cg/WinandsBS08,
  author    = {M. Winands and
               Y. Bj{\"o}rnsson and
               J.-T. Saito},
  title     = {{Monte-Carlo Tree Search} Solver},
  booktitle = {Computers and Games},
  year      = {2008},
  pages     = {25--36},
  ee        = {http://dx.doi.org/10.1007/978-3-540-87608-3_3},
  crossref  = {DBLP:conf/cg/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/cg/SchaddWHCU08,
  author    = {M. Schadd and
               M. Winands and
               H. J. van den Herik and
                Chaslot, G. and
               J. Uiterwijk},
  title     = {Single-Player {Monte-Carlo} Tree Search},
  booktitle = {Computers and Games},
  year      = {2008},
  pages     = {1--12},
  ee        = {http://dx.doi.org/10.1007/978-3-540-87608-3_1},
  crossref  = {DBLP:conf/cg/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{DBLP:conf/icinco/GellyHRTK08,
  author    = { Gelly, S. and
               J.-B. Hoock and
               A. Rimmel and
               O. Teytaud and
               Y. Kalemkarian},
  title     = {The Parallelization of {Monte-Carlo} Planning - Parallelization
               of {MC}-Planning},
  booktitle = {ICINCO-ICSO},
  year      = {2008},
  pages     = {244--249},
  crossref  = {DBLP:conf/icinco/2008icso},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@proceedings{DBLP:conf/icinco/2008icso,
  editor    = {J. Filipe and
               J. Andrade-Cetto and
               J.-L. Ferrier},
  title     = {ICINCO 2008, Proceedings of the Fifth International Conference
               on Informatics in Control, Automation and Robotics, Intelligent
               Control Systems and Optimization, Funchal, Madeira, Portugal,
               May 11-15, 2008},
  booktitle = {ICINCO-ICSO},
  publisher = {INSTICC Press},
  year      = {2008},
  isbn      = {978-989-8111-30-2},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{Finnsson2008,
  author    = {H. Finnsson and
               Y. Bj{\"o}rnsson},
  title     = {Simulation-Based Approach to {General Game Playing}},
  year      = {2008},
  pages     = {259-264},
  crossref  = {DBLP:conf/aaai/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/aaai/2008,
  editor    = {D. Fox and C. Gomes},
  title     = {Proceedings of the Twenty-Third AAAI Conference on Artificial
               Intelligence, AAAI 2008, Chicago, Illinois, USA, July 13-17,
               2008},
  booktitle = {AAAI},
  publisher = {AAAI Press},
  year      = {2008},
  isbn      = {978-1-57735-368-3},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@comment{-----------------------------2007----------------------------------------}

@inproceedings{Coulom2007,
 author = {R. Coulom},
 title = {Computing {Elo} Ratings of Move Patterns in the Game of {Go}},
 booktitle = {Proceedings of the Computer Games Workshop},
 year = {2007}
}

@phdthesis{gelly2007b,
    author = {Gelly, S.},
    citeulike-article-id = {2990577},
    keywords = {computer-go, mogo, rave, uct},
    posted-at = {2008-07-11 21:02:51},
    priority = {2},
    school = {Universit\'{e} Paris-Sud},
    title = {A Contribution to Reinforcement Learning; Application to {C}omputer-{G}o},
    url = {http://www.lri.fr/~gelly/paper/SylvainGellyThesis.pdf},
    year = {2007}
}

@inproceedings{gelly2007a,
    author = {Gelly, S. and Silver, D.},
    title = {Combining online and offline knowledge in {UCT}},
    booktitle = {ICML '07: Proceedings of the 24th international conference on Machine learning},
    doi = {10.1145/1273496.1273531},
    isbn = {9781595937933},
    keywords = {computer-go, game, monte-carlo, tree-search},
    location = {Corvalis, Oregon},
    pages = {273--280},
    publisher = {ACM},
    url = {http://dx.doi.org/10.1145/1273496.1273531},
    year = {2007}
}

@misc{BouzyCIG07Tutorial,
    author = {Bouzy, B.},
    title = {Old-fashioned Computer {Go} vs {Monte-Carlo Go}},
    url = {http://ewh.ieee.org/cmte/cis/mtsc/ieeecis/tutorial2007/Bruno_Bouzy_2007.pdf},
    note = {CIG07 Tutorial, Date retrieved: March 10, 2010.}
}

@inproceedings{CGW2007Cazenave,
  author    = {Cazenave, T. and Jouandeau, N.},
  title     = {On the Parallelization of {UCT}}, 
  booktitle = {Computer Games Workshop},
  year      = {2007},
  pages     = {93--101},
  address = {Amsterdam}
}

@inproceedings{Zinkevich+al:NIPS07,
  author = {M. Zinkevich and M. Johanson and M. Bowling and
    C. Piccione},
  title = {Regret Minimization in Games with Incomplete Information},
  editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
  pages = {1729--1736},
  booktitle = {Neural Information Processing Systems (NIPS)},
  year = 2007
}

@incollection{Yoshimoto2007,
 author = {H. Yoshimoto and A. Kishimoto and T. Kaneko and K. Yoshizoe},
 title = {Depth-First {UCT} and Its Application to {Go}},
 booktitle = {Proc. 12th Game Programming Workshop (GPW 2007)},
 pages = {30--35},
 year = 2007,
 note = {In Japanese}}

@comment{-----------------------------2006----------------------------------------}

@MISC{Gelly2006,
    AUTHOR       = "Gelly, S. and Wang, Y. and Munos, R. and Teytaud, O.",
    TITLE        = "Modification of {UCT} with patterns in {M}onte-{C}arlo {G}o",
    publisher = {INRIA},
    YEAR         = "2006",
    NOTE         = "Technical Report RR-6062, INRIA",
    URL = {http://hal.inria.fr/inria-00117266/en}
}


@incollection {kocsis06,
   author = {Kocsis, L. and Szepesv\'{a}ri, C.},
   affiliation = {Computer and Automation Research Institute of the, Hungarian Academy of Sciences, Kende u. 13-17, 1111 Budapest Hungary Hungary},
   title = {Bandit Based {Monte-Carlo} Planning},
   booktitle = {Machine Learning: ECML 2006},
   series = {Lecture Notes in Computer Science},
   editor = {F\"{u}rnkranz, J. and Scheffer, T. and Spiliopoulou, M.},
   publisher = {Springer Berlin / Heidelberg},
   pages = {282--293},
   volume = {4212},
   url = {http://dx.doi.org/10.1007/11871842_29},
   year = {2006}
}

@inproceedings{coulom2006,
    address = {Turin, Italy},
    author = {Coulom, R.},
    booktitle = {Proceedings of the 5th International Conference on Computer and Games},
    citeulike-article-id = {2990553},
    editor = {van den Herik, J.  and Ciancarini, P. and Donkers, H. },
    keywords = {computer-go, crazy-stone, min-max, monte-carlo},
    month = {June},
    pages = {72--83},
    publisher = {Springer},
    series = {Lecture Notes in Computer Science},
    title = {Efficient Selectivity and Backup Operators in {Monte}-{Carlo} Tree Search},
    url = {http://remi.coulom.free.fr/CG2006/CG2006.pdf},
    volume = {4630/2007},
    year = {2006}
}

@inproceedings{DBLP:conf/aaai/YoshimotoYKKT06,
  author    = {H. Yoshimoto and
               K. Yoshizoe and
               T. Kaneko and
               A. Kishimoto and
               K. Taura},
  title     = {{Monte Carlo Go} Has a Way to Go},
  booktitle = {AAAI},
  year      = {2006},
  pages     = {1070-1075},
  ee        = {http://www.aaai.org/Library/AAAI/2006/aaai06-168.php},
  crossref  = {DBLP:conf/aaai/2006},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/aaai/2006,
  title     = {AAAI},
  booktitle = {AAAI},
  publisher = {AAAI Press},
  year      = {2006},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@comment{-----------------------------2005-----------------------------------}

@INPROCEEDINGS{cazenave05,
    author = {T. Cazenave and B. Helmstetter},
    title = {Combining tactical search and {Monte-Carlo} in the game of {Go}},
    booktitle = {In: CIG 2005},
    year = {2005},
    pages = {171--175}
}

@article{Bouzy2005a,
    Author = {Bouzy, B.},
    Title = "Associating domain-dependent knowledge and {Monte Carlo} approaches within a {Go} program",
    Journal = {Information Sciences},
    Volume = {175},
    issue = {4},
    year = {2005},
     pages = {247--257}
}
@comment{-----------------------------2004-----------------------------------}

@comment{-----------------------------2003-----------------------------------}

@article{Auer03:UCB-Assoc,
    Address = {Cambridge, MA, USA},
    Author = {Auer, P.},
    Date-Added = {2008-09-10 18:23:32 +0200},
    Date-Modified = {2008-09-10 18:24:17 +0200},
    Issn = {1533-7928},
    Journal = {Journal of Machine Learning Research},
    Pages = {397--422},
    Publisher = {MIT Press},
    Title = {Using confidence bounds for exploitation-exploration trade-offs},
    Volume = {3},
    Year = {2003}}

@conference{Bouzy03,
   author = {B. Bouzy and B. Helmstetter},
   title = {{Monte Carlo Go} Developments},
   booktitle = {Advances in Computer Games conference (ACG-10)},
   editor = {H. J. van den Herik, H. Iida, E. A. Heinz},
   year = {2003},
   pages = {159-174},
   place = {Graz}
}

@comment{-----------------------------2002-----------------------------------}
@article{journal/ml02/AuerCF,
 author = {Auer, P. and Cesa-Bianchi, N. and Fischer, P.},
 title = {Finite-time Analysis of the Multiarmed Bandit Problem},
 journal = {Machine Learning},
 volume = {47},
 issue = {2-3},
 month = {May},
 year = {2002},
 issn = {0885-6125},
 pages = {235--256},
 numpages = {22},
 acmid = {599677},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 keywords = {adaptive allocation rules, bandit problems, finite horizon regret},
} 

@comment{-----------------------------1999-----------------------------------}

@InProceedings{Romein1999,
  author =       "J. W. Romein and A. Plaat and H. E. Bal and J. Schaeffer",
  title =        "{Transposition Table Driven Work Scheduling in Distributed
Search}",
  booktitle =    "AAAI-99",
  year =         "1999",
  address =      {Orlando},
  pages =        {725--731},
}

@comment{-----------------------------1996-----------------------------------}

@inproceedings{tesaurogalperin,
    Author = {G. Tesauro and G. Galperin},
    Booktitle = {NIPS},
    Title = {On-line Policy Improvement using {M}onte-{C}arlo Search},
    Year = {1996}}

@comment{-----------------------------1993-----------------------------------}

@Misc{Bruegmann1993,
  author =	 "B. Br{\"u}gmann",
  title =	 "{Monte Carlo Go}",
  year =	 "1993",
  note =     "Unpublished manuscript,
\url{http://www.cgl.ucsf.edu/go/Programs/Gobble.html}",
  month =	 "March"
}


@comment{-----------------------------1990-----------------------------------}

@article{Abramson90,
   author = {B. Abramson},
   title = {Expected-Outcome: A General Model of Static Evaluation},
   journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
   volume = {12},
   month = {February},
   year = {1990},
   pages = {182--193}
}


@comment{-----------------------------1985----------------------------------}
@article{Lai1985,
   author    = {T. Lai and H. Robbins},
   title     = {Asymptotically efficient adaptive allocation rules},
   journal   = {Advances in Applied Mathematics},
   year      = {1985},
   volume    = {6},
   pages     = {4--22}
}
 
@comment{-----------------------------1952----------------------------------}

@Article{Robbins1952,
    author  = "H. Robbins",
    title   = "Some aspects of the Sequential Design of Experiments",
    journal = "Bulletin of the American Mathematical Society",
    volume  = "58",
    issue   = {5},
    pages   = "527--535",
    year    = "1952"
}