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相关概念视频

Natural and Artificial Concepts01:24

Natural and Artificial Concepts

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In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint...
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Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
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Cognitive Learning01:21

Cognitive Learning

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Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
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Higher Mental Functions of Brain: Learning and Memory01:26

Higher Mental Functions of Brain: Learning and Memory

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Memory is one of the most vital higher mental functions of the brain. Memory is closely related to learning because it enables us to retain information and experiences from our past to use them in our present life. It also helps us to remember facts, events, and skills, such as riding a bike or swimming. There are two types of memory — declarative memory, which involves memorizing facts or events, and procedural memory, which enables us to remember how to do something like writing or...
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Cognitivism01:17

Cognitivism

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Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
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Purposive Learning01:22

Purposive Learning

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E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
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Designing and Implementing Nervous System Simulations on LEGO Robots
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通过在自然和人工大脑中思考来学习.

Tania Lombrozo1

  • 1Department of Psychology, Princeton University, Princeton, NJ 08540, USA.

Trends in cognitive sciences
|September 19, 2024
PubMed
概括

通过思考学习 (LbT) 允许人类和人工的头脑在内部产生新的知识. 这一过程对于在不确定的环境中按需构建知识表示至关重要.

科学领域:

  • 认知科学 认知科学
  • 人工智能的人工智能
  • 神经科学是一个神经科学.

背景情况:

  • 传统的学习模式侧重于外部观察.
  • 推理和模拟等心理过程也推动学习.
  • 人工智能 (AI) 正在展示"通过思考学习" (LbT) 能力.

研究的目的:

  • 解决内部心理过程如何产生新知识的悖论.
  • 突出"通过思考学习"在自然和人工大脑中的作用.
  • 解释思想如何在需求时构建知识表示.

主要方法:

  • 内部知识生成的概念分析.
  • 审查近期人工智能在自我纠正和推理方面的进展.
  • 探索"通过思考来学习"的机制.

主要成果:

  • 学习可以通过内部心理过程发生,而不仅仅是外部输入.
  • 人工头脑表现出"通过思考来学习",反映了人类的认知能力.
  • 通过LbT,可以按需构建知识表示.

结论:

关键词:
类似推理的推理.人工智能的人工智能是人工智能.学习学习学习学习学习学习自己解释的自我解释.模拟模拟是指一个模拟模拟.思想实验 思想实验 思想实验

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  • "通过思考学习"是生物系统和人工系统中获得知识的基本机制.
  • 这种内部学习过程对于在复杂和不确定的环境中进行导航至关重要.
  • 了解LbT是开发更复杂的人工智能和理解人类认知的关键.