在没有与剥削的权衡的情况下,对人类探索的竞争性认知压力
Clémence Alméras1,2, Valerian Chambon3,4, Valentin Wyart5,6
1Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale (Inserm), Paris, France. clemence.almeras@gmail.com.
Nature communications
|February 12, 2026
概括
人类的探索包括在新的环境中寻找信息. 这项研究揭示了不同的探索模式,在寻求最不确定的选择之前,向个体反复展示第一个样本选项,将信息寻求与奖励最大化分开.
科学领域:
- 认知科学 认知科学
- 神经科学是一个神经科学.
- 决策科学 决策科学 决策科学
背景情况:
- 顺序抽样对于在不确定性下做出决策至关重要.
- 现有的探索-利用模式将探索与奖励权衡混为一谈.
研究的目的:
- 在一个新的顺序采样任务中调查人类探索模式.
- 通过消除奖励权衡,将勘探与开发区分开来.
主要方法:
- 设计了一项顺序抽样任务,以比较带有和没有开采的勘探和没有开采的权衡.
- 基于模型的分析被用来检查选择行为.
- 人类参与者参与了收集有关勘探策略的数据的任务.
主要成果:
- 当信息搜索独立于奖励搜索时,发现了探索模式.
- 参与者最初参与了对新选项的重复抽样.
- 随后,选择是指向最不确定的可用选项.
结论:
- 人类搜索信息受到竞争性认知压力的影响.
- 当地不确定性最小化 (重复采样) 之前的全球不确定性最小化 (定向采样).
- 这项研究提供了对决策中的勘探动态的更清晰的理解.
相关概念视频
Cognitive Dissonance
37.5K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
37.5K
Vapor Pressure
41.1K
When a liquid vaporizes in a closed container, gas molecules cannot escape. As these gas phase molecules move randomly about, they will occasionally collide with the surface of the condensed phase, and in some cases, these collisions will result in the molecules re-entering the condensed phase. The change from the gas phase to the liquid is called condensation. When the rate of condensation becomes equal to the rate of vaporization, neither the amount of the liquid nor the amount of the vapor...
41.1K
Definition and Measurement of Pressure: Atmospheric Pressure, Barometer, and Manometer
43.7K
Gas pressure is caused by force exerted by gas molecules colliding with the surfaces of objects. Although the force of each collision is very small, any surface of an appreciable area experiences a large number of collisions in a short time, which can result in high pressure.
43.7K
Language and Cognition
813
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
813
Cognitive Therapy
1.3K
Cognitive therapy, pioneered by Aaron T. Beck in the 1960s, is a structured approach to addressing psychological distress by focusing on the influence of thoughts on emotions and behaviors. All cognitive therapies involve the basic assumption that human beings have control over their feelings, and that how individuals feel about something depends on how they think about it. Unlike psychoanalytic methods that delve into unconscious processes or humanistic approaches emphasizing...
1.3K
Cognition and Behavior
386
Social psychology examines the complex interplay between individual mental processes and social interactions. Historically, the field was divided into two domains: social behavior and social cognition. Researchers focusing on social behavior analyzed actions within social contexts, such as conformity, aggression, or cooperation. Meanwhile, social cognition researchers investigated how people perceive, interpret, and mentally represent their social environments. However, modern perspectives no...
386


