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Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds

机译：结合进化算法和基于案例的推理来学习AI鸟类的高质量射击策略

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Self-adaptation and the ability to assimilate new knowledge are two fundamental characteristics of intelligent systems. In this paper we leverage methods from evolutionary optimization and from case-based reasoning to construct an agent that is able to evolve in such a way that it is able to successfully master the popular video game Angry Birds.

机译：自适应和吸收新知识的能力是智能系统的两个基本特征。在本文中，我们利用了来自进化优化和基于案例推理的方法来构建一个能够以成功掌握流行视频游戏《愤怒的小鸟》的方式发展的代理。

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《2017 Evolving and Adaptive Intelligent Systems》|2017年|1-8|共8页
会议地点 Ljubljana(SI)
作者
Süleyman Gemici; Thomas Gabel; Benjamin Löffler; Alaa Tharwat;
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作者单位

Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany;

Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany;

Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany;

Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Birds; Artificial intelligence; Games; Cognition; Optimization; Buildings; Evolutionary computation;

机译：鸟类;人工智能;游戏;认知;优化;建筑物;进化计算;

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3. Combining case-based reasoning with genetic algorithm optimization for preliminary cost estimation in construction industry [J] . Sangyong Kim, Jae Heon Shim Canadian Journal of Civil Engineering . 2014,第1期

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4. Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds [C] . Süleyman Gemici, Thomas Gabel, Benjamin L?ffler, IEEE Conference on Evolving and Adaptive Intelligent Systems . 2017

机译：在AI鸟类中学习高质量射击策略的基于进化算法和基于案例的推理
5. Intelligent information filtering via hybrid techniques: Hill climbing, case-based reasoning, index patterns, and genetic algorithms. [D] . Mock, Kenrick Jefferson. 1996

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6. Improving Case-Based Reasoning Systems by Combining K-Nearest Neighbour Algorithm with Logistic Regression in the Prediction of Patients’ Registration on the Renal Transplant Waiting List [O] . Boris Campillo-Gimenez, Wassim Jouini, Sahar Bayat, -1

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7. Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection using Case-Based Reasoning [O] . Bryan Ausl, Stephen Lee-urban, Chad Hogg, 2009

机译：识别敌人：使用基于案例的推理将强化学习与策略选择相结合

Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds

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