人类适应地部署前进和后退的预测
Paul B Sharp1,2,3, Eran Eldar4,5
1Department of Psychology, Hebrew University of Jerusalem, Jerusalem, Israel. paul.sharp@mail.huji.ac.il.
Nature human behaviour
|July 16, 2024
概括
人类根据环境调整他们的预测策略. 他们在分歧的场景中使用后向预测,在收的场景中使用前向预测,以有效地做出决策.
科学领域:
- 认知科学 认知科学
- 决策 - 决策 - 决策 - 决策
- 人类行为人类行为.
背景情况:
- 智能决策依赖于对世界的预测.
- 主流观点认为人类只使用前预测 (从现在到未来).
研究的目的:
- 挑战仅仅是前预测的假设.
- 研究向后预测 (从未来到现在) 在决策中的适应性部署.
主要方法:
- 对1299名参与者进行了6项预先注册的实验.
- 利用简单的决策和复杂的规划任务.
- 在分歧和融合环境中分析了预测策略.
主要成果:
- 人类在不同的环境中采用逆向预测,在这些环境中,未来的可能性超过了现在的可能性.
- 人类在融合环境中利用前性预测.
- 在各个任务中观察到适应性预测策略的部署.
结论:
- 人类预测不仅限于前模型.
- 根据环境需求,个人可以灵活地在前进和后退预测之间切换.
- 这种适应性策略提高了决策和规划的效率.
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