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在网上国际象棋中思考的时间反映了计算的价值
Evan M Russek1, Daniel Acosta-Kane2, Bas van Opheusden1
1Departments of Computer Science and Psychology, Princeton University.
Cognitive science
|October 25, 2025
概括
人类的决策是高效的,优先考虑关键选项. 这项研究表明,人们在复杂的选择上花费更多的思考时间,证明了规划和解决问题的合理资源配置.
科学领域:
- 认知科学 认知科学
- 决策科学 决策科学 决策科学
- 计算心理学 计算心理学
背景情况:
- 人类规划的特点是效率,专注于有限的选择.
- 这种效率可能源于有限的认知资源的智能分配.
- 假设投资于思考的时间与计算的收益和成本相关.
研究的目的:
- 调查人类在行动之前花费思考的时间是否对额外计算的价值敏感.
- 为了测试认知资源分配是基于进一步审议的预期效用而优化的假设.
主要方法:
- 分析了超过1200万场在线国际象棋比赛,以测量玩家的思考时间.
- 将思考时间与在特定董事会职位上额外计算的战略好处相关联.
- 开发一个计算模型来评估思考时间的成本.
主要成果:
- 玩家将更多的思考时间分配给额外计算产生更大的好处的位置.
- 对计算值的这种敏感性在较强的棋手中更为明显.
- 当仅考虑玩家可用的信息时,观察到的思考时间和计算价值之间的关系是强大的.
结论:
- 人类的思考时间不是固定的,而是根据计算的感知值进行适应性调整.
- 这些发现支持了人类决策中的智能资源分配理论.
- 这项研究为复杂的战略任务中的认知资源的合理部署提供了经验证据.
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