Department of Psychology, New York University, New York, NY, USA.
Dev Sci. 2021 Sep;24(5):e13069. doi: 10.1111/desc.13069. Epub 2021 Jan 4.
What is the role of errors in infants' acquisition of basic skills such as walking, skills that require immense amounts of practice to become flexible and generative? Do infants change their behaviors based on negative feedback from errors, as suggested by "reinforcement learning" in artificial intelligence, or do errors go largely unmarked so that learning relies on positive feedback? We used falling as a model system to examine the impact of errors in infant development. We examined fall severity based on parent reports of prior falls and videos of 563 falls incurred by 138 13- to 19-month-old infants during free play in a laboratory playroom. Parent reports of notable falls were limited to 33% of infants and medical attention was limited to 2% of infants. Video-recorded falls were typically low-impact events. After falling during free play in the laboratory, infants rarely fussed (4% of falls), caregivers rarely showed concern (8% of falls), and infants were back at play within seconds. Impact forces were mitigated by infants' effective reactive behaviors, quick arrest of the fall before torso or head impact, and small body size. Moreover, falling did not alter infants' subsequent behavior. Infants were not deterred from locomotion or from interacting with the objects and elevations implicated in their falls. We propose that a system that discounts the impact of errors in early stages of development encourages infants to practice basic skills such as walking to the point of mastery.
婴儿在学习基本技能(如行走)时会犯错,这些技能需要大量的练习才能变得灵活和富有创造性,那么错误在其中扮演了什么角色?婴儿会根据人工智能中的“强化学习”所建议的,根据错误的负面反馈来改变行为,还是说错误基本上没有被标记,从而使学习依赖于积极的反馈?我们使用跌倒作为模型系统来研究婴儿发育过程中的错误的影响。我们根据父母对先前跌倒的报告和对 138 名 13 至 19 个月大的婴儿在实验室游乐室自由玩耍时发生的 563 次跌倒的视频,评估了跌倒的严重程度。父母对明显跌倒的报告仅限于 33%的婴儿,而需要医疗关注的婴儿仅限于 2%。视频记录的跌倒通常是低影响事件。在实验室自由玩耍时跌倒后,婴儿很少哭闹(4%的跌倒),照顾者很少表现出担忧(8%的跌倒),婴儿在几秒钟内就回到玩耍状态。婴儿通过有效的反应行为、在躯干或头部撞击前快速停止跌倒以及较小的体型减轻了撞击力。此外,跌倒并没有改变婴儿随后的行为。跌倒并没有阻止婴儿的移动,也没有阻止他们与引发跌倒的物体和高处进行互动。我们提出,在早期发展阶段忽略错误影响的系统鼓励婴儿练习基本技能,如行走,直至掌握。