Deep Learning and the Game of Checkers
In this paper we present an approach which given only a set of rules is able to learn to play the game of Checkers. We utilize neural networks and reinforced learning combined with Monte Carlo Tree Search and alpha-beta pruning. Any human influence or knowledge is removed by generating needed data,...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Brno University of Technology
2021-12-01
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| Series: | Mendel |
| Subjects: | |
| Online Access: | http://46.28.109.63/index.php/mendel/article/view/163 |