Game Theory Algorithms in Competitive Programming

所在平台: Udemy

课程主页: https://www.udemy.com/course/game-theory-algorithms-in-competitive-programming-course/

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**课程名称:** 竞争性编程中的博弈论算法 **课程概述:** 本课程旨在教授学员如何运用博弈论概念解决竞争性编程挑战。课程内容涵盖了各种博弈论主题,包括但不限于:尼姆游戏(Nim Game)、斯普拉格-格兰迪定理(Sprague Grundy Theorem)、减法游戏(Subtraction Games)、组合游戏(Combinatorial Games)、图论游戏(Graph Games)、拿取游戏(Take-away games)等。课程将深入浅出地讲解理论知识,并通过大量的实例和编程实践来巩固学习。 **目标受众:** 本课程适合所有希望提升竞争性编程技能的程序员,无论是初学者还是有经验的程序员。参加编程竞赛可以激发学习计算机科学的热情,并提高解决复杂算法问题的能力,从而为职业发展打下坚实基础。 **讲师:** Apaar Kamal(资深竞争性程序员,Udemy受欢迎的训练营讲师) **课程亮点:** * **广泛的主题覆盖:** 从博弈论基础到高级主题,全面学习。 * **实战导向:** 结合大量编程实践,解决20多个不同难度的博弈论问题。 * **深入讲解:** 不仅介绍理论,更注重实际应用和代码实现。 * **提升技能:** 帮助学员在竞争性编程领域取得突破。 **主要教学内容:** * 组合游戏 * 拿取游戏 * N/P 位置(必胜/必败位置) * 尼姆游戏及其变种 * 尼姆和(Nim-Sum)及其应用 * 将游戏视为图 * 斯普拉格-格兰迪函数 * 斯普拉格-格兰迪定理 **课程目标:** 学完本课程后,学员将能够独立分析和解决各种博弈论相关的竞争性编程问题,并成为一名优秀的竞争性程序员。

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This hands-on course is designed for everyone to learn & implement Game Theory concepts to solve Competitive Programming Challenges. You will learn how approach Game Theory based questions involving - Nim Game, Sprague Grundy Theorem, Subtraction Games, Combinatorial Games, Graph Games, Take-away games! The course involves both breadth and depth of these topics with enough examples and hands-on coding for each problem.Competitive programming or Sport Programming is a mind sport usually, involving participants trying to program according to provided specifications. Competitive programming is recognised and supported by several multinational software and Internet companies, such as Google and Facebook. Popular Competitive Programming platforms include Codeforces, Codechef, HackerEarth, HackerRank, Spoj and more! This course is designed for both beginners and advanced programmers looking forward to take the next leap in Competitive Programming!Participation in programming contests can increase student enthusiasm for computer science studies. The skills acquired in ICPC-like programming contests also improve career prospects, which often require candidates to solve complex programming and algorithmic problems on the spot.This comprehensive course is taught by Apaar Kamal, who is a highly successful competitive coder and popular bootcamp Udemy Instructor and has taught thousands of students in several online and in-person courses over last 2+ years. This is deep-dive course, we not just delve into theory but focus on the practical aspects by solving multiple game theory problems of various difficulty levels.The course starts with basics of Game Theory and then diving deeper topics! Here are some of the topics that you will learn in this course.Combinatorial GamesTake-away GamesN/P PositionsGame of Nim Nim-Sum Applications of Nim-SumSimilar Nim-GamesGames as GraphsSprague Grundy FunctionSprague Grundy Theorem20+ Problems with CodeJoin me in the course and take the next leap towards becoming a rockstar Competitive Programmer! See you in the course!

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