Monte Carlo Search

丛 书 名：Communications in Computer and Information Science

版本说明：1

作     者：Tristan Cazenave Olivier Teytaud Mark H. M. Winands 

I S B N：(纸本) 9783030894528 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：IX, 141页

主 题 词：Discrete Mathematics in Computer Science Artificial Intelligence Algorithm Analysis and Problem Complexity Numeric Computing Information Systems Applications (incl. Internet) Image Processing and Computer Vision 

摘      要：This 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.