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.
| ISBN: | 9783030894528 |
| Publication date: | 16th October 2021 |
| Author: | Tristan Cazenave |
| Publisher: | Springer Nature Switzerland AG |
| Format: | Paperback |
| Pagination: | 141 pages |
| Series: | Communications in Computer and Information Science |
| Genres: |
Maths for computer scientists Discrete mathematics Artificial intelligence Mathematical theory of computation Numerical analysis Applied computing Computer vision |