视觉运动学习期间的元认知判断反映了错误历史的整合
Christopher L Hewitson1, Naser Al-Fawakhiri1, Alexander D Forrence1
1Department of Psychology, Yale University, New Haven, Connecticut, United States.
Journal of neurophysiology
|June 28, 2023
概括
对运动学习的元认知信心是由最近的错误形成的,判断适应环境变化. 这项研究模拟了信心如何追踪错误和主观成本,可能会影响明确的学习行为.
科学领域:
- 认知神经科学 认知神经科学
- 发动机控制器的控制器
- 学习科学 学习科学
背景情况:
- 能力的元认知表现对于学习至关重要.
- 错误对运动学习期间的元认知判断的影响仍然不清楚.
研究的目的:
- 调查最近的错误历史如何影响运动学习期间的元认知自信判断.
- 开发一个计算模型,解释动力学技能获得的信心的动态.
主要方法:
- 进行了四次运动学习实验.
- 使用计算建模来分析信心判断和错误历史.
- 视觉运动学习任务被用来评估隐式和显式学习.
主要成果:
- 信任判断的最佳解释是观察到的错误的近期加权平均值.
- 学习者根据主观成本函数重新权衡运动错误.
- 信心适应对环境波动敏感,在更波动的条件下整合较短的错误历史.
- 自信跟踪隐式和显式运动学习中的错误,但行为影响仅在显式学习中观察到.
结论:
- 一个新的描述模型准确地近似了运动学习期间的元认知判断动态.
- 超认知自信是一种适应过程,受错误历史,主观成本和环境波动的影响.
- 这些发现为未来关于元认知和运动控制的计算和神经研究提供了洞察力.
相关概念视频
Metacognition
231
Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
231
Hindsight Biases
3.4K
Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now?
3.4K
Observational Learning
222
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...
222
Implicit Memories
156
Implicit memories, also known as non-declarative memories, are long-term memories that function outside of conscious awareness. These memories influence behavior and skills without explicit knowledge. This type of memory is evident in tasks like playing tennis, snowboarding, and texting. Implicit memory has three subsystems: procedural memory, conditioning, and priming. This type of memory is essential in various activities, from everyday tasks to specialized skills.
One key aspect of implicit...
One key aspect of implicit...
156
Cognitive Learning
438
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...
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...
438
Associative Learning
461
Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
Classical conditioning, also known...
461


