合约桥中强化学习的选定应用分析

Robert Jarosz
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引用次数: 0

摘要

本文概述了解决契约桥牌游戏中投标问题的四种选定解决方案。首先介绍了基本规则和基本问题规模估算。本文按时间顺序简要介绍了所收集的作品,追踪了解决问题方法的演变。在介绍解决方案时,还附有数学基础的简短说明。最后对解决方案进行比较,并尝试对技术的未来发展进行估计。
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Analysis of selected reinforcement learning applications in contract bridge
This paper presents an overview of four selected solutions addressing problem of bidding in card game of contract bridge. In the beginning the basic rules are presented along with basic problem size estimation. Brief description of collected work is presented in chronological order, tracking evolution of approaches to the problem. While presenting solution a short description of mathematical base is attached. In the end a comparison of solution is made, followed by an attempt to estimate future development of techniques.
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Image caption generation using transfer learning Overview of selected reinforcement learning solutions to several game theory problems When AI Fails to See: The Challenge of Adversarial Patches Fuzzy sets in modeling patient’s disease states in medical diagnostics support algorithms Analysis of selected reinforcement learning applications in contract bridge
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