Monte Carlo Search : First Workshop, MCS 2020, Held in Conjunction with IJCAI 2020, Virtual Event, January 7, 2021, Proceedings, Cazenave, Tristan (ed.); Teytaud, Olivier (ed.); Winands, Mark H. M. (ed.), Springer

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Monte Carlo Search : First Workshop, MCS 2020, Held in Conjunction with IJCAI 2020, Virtual Event, January 7, 2021, Proceedings

Tristan Cazenave (ed.), Olivier Teytaud (ed.), Mark H. M. Winands (ed.)

64,10 €

Springer
Sivumäärä: 141 sivua
Asu: Pehmeäkantinen kirja
Julkaisuvuosi: 2021, 16.10.2021 (lisätietoa)
Kieli: Englanti
Tuotesarja: Communications in Computer and Information Science 1379

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.

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