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2022-03-02
摘要翻译:
本文综述了量子计算(QC)的基本原理和最新进展,重点介绍了它在人工智能(AI)中的潜在应用。本文简要介绍了量子寄存器、量子门和量子算法等基本的量子控制问题,并就量子计算机广泛应用后,如何利用量子控制来解决一些基本的人工智能问题,如搜索和模式匹配等,提出了参考文献、思路和研究指南。
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英文标题:
《The Road to Quantum Artificial Intelligence》
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作者:
Kyriakos N. Sgarbas
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最新提交年份:
2007
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分类信息:

一级分类:Computer Science        计算机科学
二级分类:Artificial Intelligence        人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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英文摘要:
  This paper overviews the basic principles and recent advances in the emerging field of Quantum Computation (QC), highlighting its potential application to Artificial Intelligence (AI). The paper provides a very brief introduction to basic QC issues like quantum registers, quantum gates and quantum algorithms and then it presents references, ideas and research guidelines on how QC can be used to deal with some basic AI problems, such as search and pattern matching, as soon as quantum computers become widely available.
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PDF链接:
https://arxiv.org/pdf/0705.3360
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