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020 _a9783030894535
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024 7 _a10.1007/978-3-030-89453-5
_2doi
050 4 _aQA76.9.M35
050 4 _aQA297.4
072 7 _aUYAM
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072 7 _aCOM014000
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082 0 4 _a004.0151
_223
245 1 0 _aMonte Carlo Search
_h[electronic resource] :
_bFirst Workshop, MCS 2020, Held in Conjunction with IJCAI 2020, Virtual Event, January 7, 2021, Proceedings /
_cedited by Tristan Cazenave, Olivier Teytaud, Mark H. M. Winands.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aIX, 141 p. 36 illus., 14 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1379
505 0 _aThe αµ Search Algorithm for the Game of Bridge -- Stabilized Nested Rollout Policy Adaptation -- zoNNscan: A Boundary-Entropy Index for Zone Inspection of Neural Models -- Ordinal Monte Carlo Tree Search -- Monte Carlo Game Solver -- Generalized Nested Rollout Policy Adaptation -- Monte Carlo Inverse Folding -- Monte Carlo Graph Coloring -- Enhancing Playout Policy Adaptation for General Game Playing.
520 _aThis book constitutes the refereed proceedings of the First Workshop on Monte Carlo Search, MCS 2020, organized in conjunction with IJCAI 2020. The event was supposed to take place in Yokohama, Japan, in July 2020, but due to the Covid-19 pandemic was held virtually on January 7, 2021. The 9 full papers of the specialized project were carefully reviewed and selected from 15 submissions. The following topics are covered in the contributions: discrete mathematics in computer science, games, optimization, search algorithms, Monte Carlo methods, neural networks, reinforcement learning, machine learning.
650 0 _aComputer science
_xMathematics.
650 0 _aDiscrete mathematics.
650 0 _aArtificial intelligence.
650 0 _aAlgorithms.
650 0 _aNumerical analysis.
650 0 _aApplication software.
650 0 _aComputer vision.
650 1 4 _aDiscrete Mathematics in Computer Science.
650 2 4 _aArtificial Intelligence.
650 2 4 _aDesign and Analysis of Algorithms.
650 2 4 _aNumerical Analysis.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputer Vision.
700 1 _aCazenave, Tristan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTeytaud, Olivier.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWinands, Mark H. M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030894528
776 0 8 _iPrinted edition:
_z9783030894542
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1379
856 4 0 _uhttps://doi.org/10.1007/978-3-030-89453-5
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178196
_d178196