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monte-carlo-method

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MasterAI decisively defeated 14 top human Texas hold'em poker professsionals in September 2020.。MasterAI 是Master团队在非完美信息博弈中实现的的一种扑克AI,在德州扑克一对一的有限押注已经取得成果,MasterAI于2020年9月战胜了中国的14位顶级扑克职业选手

  • Updated Nov 21, 2024
  • C++

This project detects spam messages in SMS, including those written in regional languages typed in English. It uses an extended SMS dataset and applies the Monte Carlo method with various supervised learning algorithms to improve spam detection.

  • Updated May 29, 2024
  • HTML

Based on the book --- Reinforcement Learning: An Introduction (2nd ed, 2018) by Sutton and Barto. For the Reinforcement Learning course Assignment 2 (see Gridworld Problem 1.pdf) at Memorial University of Newfoundland, Jul. 18, 2024

  • Updated Aug 12, 2024
  • Jupyter Notebook

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