孩子们利用老师对自己的能力的信念来校准探索-利用决策
Ilona Bass1,2, Elise Mahaffey3, Elizabeth Bonawitz2
1Department of Psychology, Harvard University.
Topics in cognitive science
|November 30, 2023
概括
孩子们根据老师对他们的能力的信念来调整他们的任务难度选择. 当被低估时,他们选择更难的任务,当被高估时选择更容易的任务,在非正式环境中优化学习.
科学领域:
- 认知发展 认知发展
- 决策模型 决策模型
背景情况:
- 探索-利用决策模式往往忽视了他人信仰的作用.
- 儿童的选择受到教师认知的能力的影响,特别是在非正式学习中.
研究的目的:
- 调查儿童和成年人如何根据教师对他们的能力的评估来调整探索-利用决策.
- 测试一个模型,根据教师对能力的高估/低估,预测任务选择.
主要方法:
- 开发了一个计算模型来预测任务选择.
- 研究人员对成人和6至8岁的儿童进行了两项实验.
- 参与者可以选择不同难度和奖励的任务,由一名联合教师提出,其对他们的能力的评估是操纵的 (高估,低估,准确).
主要成果:
- 成人和孩子都调整了他们的选择,以与教师的评估保持一致.
- 参与者在老师低估时选择了更难的任务,以最大限度地提高潜在的奖励.
- 当老师高估时,参与者选择了更容易的任务,当老师准确时,选择了适当的挑战任务.
结论:
- 儿童和成年人表现出早期的能力,根据教师的信仰校准探索-利用决策.
- 这种校准对于在非正式教学环境中有效学习至关重要.
- 调查结果强调了优化勘探和开采战略的社会因素.
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