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体育和运动中的探索-利用权衡:实证和计算方法的入门书
Katja Rewitz1, Nicolas W Schuck2, Wanja Wolff1
1Dynamics of Human Performance Regulation Laboratory, Institute of Human Movement Science, University of Hamburg, Germany.
Psychology of sport and exercise
|November 21, 2025
概括
运动员和运动员在动态的体育环境中面临着探索-利用的权衡. 计算模型可以揭示他们如何在压力下做出决策,提高训练和表现.
科学领域:
- 运动心理学 体育心理学
- 认知科学 认知科学
- 行为经济学是一种行为经济学.
背景情况:
- 运动员和运动员在动态,不确定的环境中不断做出决策.
- 勘探开发框架解释了将已知的结果与新策略进行平衡.
- 这种框架在体育心理学中未得到充分利用,尽管它有潜力.
研究的目的:
- 用计算范式研究体育运动中的决策机制.
- 在运动背景下探索勘探-开发权衡.
- 提高对运动员适应能力和在压力下的决策能力的理解.
主要方法:
- 建议整合标准化的计算决策范式.
- 正式调查勘探开发决策背后的机制.
- 将这些范式应用于数据收集和分析的体育环境.
主要成果:
- 计算模型为运动员的决策提供了新的见解.
- 确定影响勘探开发战略绩效的因素.
- 为理解高风险环境中的决策提供一个框架.
结论:
- 整合计算范式可以推进体育心理学.
- 洞察力可以优化培训,决策和适应能力.
- 精英体育为认知模型研究提供了一个独特的环境.
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