WebMar 30, 2024 · Suphx has demonstrated stronger performance than most top human players in terms of stable rank and is rated above 99.99% of all the officially ranked human players in the Tenhou platform. This is the … WebApr 7, 2024 · 这一点从人类顶级玩家对Suphx的评价中得到了印证 - Suphx的四位率非常低，这也是在天凤中获得高安定段位的关键。 Suphx已经形成了自己的打法，这一点得到了顶级人类玩家的认可。例如，Suphx非常善于留安牌，喜欢用half-flush取胜等。

【トリプル天鳳位】最新麻雀AIの牌譜を斬る！～suphx編～ #1 - YouTube

WebNov 14, 2024 · In 2024, Suphx , a computer Mahjong program based on deep reinforcement learning, became the first 10 DAN AI for Mahjong in history and outperformed topmost human professionals in terms of stable rank. The success of deep learning heavily relies on massive sets of human-labeled data to train deep neural networks. WebGoal of This Project. The goal of this project is to create a Mahjong AI for a variant of rules of 4-player Japanese Riichi Mahjong that can beat existing top-tier Mahjong AIs, including … canon legria hf g30 hd camcorder tes

Meet Microsoft Suphx: The World’s Strongest Mahjong AI

WebThe learning of Suphx contains three major steps. First, we train the five models of Suphx by supervised learning, using (state, action) pairs of top human players collected from the Tenhou platform. Second, we improve the supervised models through self-play reinforcement learning (RL), with the models as policy. WebWhen you double-click a file to open it, Windows examines the filename extension. If Windows recognizes the filename extension, it opens the file in the program that is … WebAug 30, 2024 · Prior Coach: To address the imperfect information challenge Suphx uses a “Prior Coach” technology that enhances the effect of reinforcement learning. The basic idea is to use some hidden ... canon legria hf g10 hd camcorder test