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_a10.1007/978-3-030-89453-5 _2doi |
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_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. |
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300 |
_aIX, 141 p. 36 illus., 14 illus. in color. _bonline resource. |
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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 |
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