16 citations · 31 across the 8 of their papers we have counts for
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cs.LG2021★ 5 cited
Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants
Dennis J. N. J. Soemers, Vegard Mella, Eric Piette +3
In this paper, we use fully convolutional architectures in AlphaZero-like self-play training setups to facilitate transfer between variants of board games as well as distinct games…
cs.AI2021
Deep Learning for General Game Playing with Ludii and Polygames
Dennis J. N. J. Soemers, Vegard Mella, Cameron Browne +1
Combinations of Monte-Carlo tree search and Deep Neural Networks, trained through self-play, have produced state-of-the-art results for automated game-playing in many board games.…