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相关概念视频

Introduction to Learning01:18

Introduction to Learning

364
Learning is the process of acquiring knowledge or skills through practice or experience, leading to long-lasting behavioral changes. This acquisition occurs through interaction with the environment and requires practice or experience. For instance, mastering a skill such as surfing requires considerable practice and experience, highlighting the essential role of repeated interactions with the environment in learning.
In contrast to learned behaviors, unlearned behaviors such as crying, sexual...
364
Purposive Learning01:22

Purposive Learning

118
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...
118
Cognitive Learning01:21

Cognitive Learning

237
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...
237
Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

469
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...
469
Observational Learning01:12

Observational Learning

166
Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
166
Machines: Problem Solving II01:30

Machines: Problem Solving II

308
Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
308

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Updated: Jun 25, 2025

Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
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学习学习:如何持续教导人类和机器

Parantak Singh1,2, You Li2,3, Ankur Sikarwar1,2

  • 1Nanyang Technological University (NTU), Singapore.

... IEEE International Conference on Computer Vision workshops. IEEE International Conference on Computer Vision
|May 24, 2024
PubMed
概括
此摘要是机器生成的。

优化学习序列或课程,可以显著改善人类和机器在持续学习环境中的知识转移. 对人类有效的课程与对机器学习算法有益的课程有很强的相关性.

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科学领域:

  • 人工智能的人工智能
  • 认知科学 认知科学
  • 机器学习 机器学习

背景情况:

  • 课程设计对于教育中的有效知识转移至关重要.
  • 之前关于课程设计的研究主要集中在单一的离线任务上.
  • 在线课程增量持续学习设置涉及连续学习任务.

研究的目的:

  • 调查任务顺序对在线课堂增量持续学习中的学习成果的影响.
  • 为了比较课程对人类和机器学习算法的有效性.
  • 开发一个自动化算法来设计有效的课程.

主要方法:

  • 研究了任务顺序在在线课堂增量持续学习中的影响.
  • 介绍了一个新的对象识别数据集用于人类实验.
  • 开发并评估了基于跨类特征相似性的课程设计 (CD) 算法.

主要成果:

  • 课程顺序显著影响人类和机器学习算法的学习结果.
  • 对人类有效的课程与对机器有效的课程高度相关.
  • 拟议的CD算法显示了与经验有效的课程有显著的重叠.

结论:

  • 优化课程增强知识的转移,并尽量减少忘记在持续学习.
  • 建立了一个统一的框架来研究和设计人类和机器的课程.
  • 针对在线持续学习的自动化课程设计是一个有前途的研究方向.