对于通用物理系统的自我表示有原则限制
Chris Fields1, James F Glazebrook2,3, Michael Levin1
1Allen Discovery Center, Tufts University, Medford, MA 02155, USA.
Entropy (Basel, Switzerland)
|March 28, 2024
概括
这项研究挑战了复杂系统中完全自我理解的可行性. 研究结果表明,系统不能完全代表自己,限制了自我观察,自我表现和自我控制的能力.
科学领域:
- 认知科学 认知科学
- 生命科学 生命科学
- 机器人技术 机器人技术 机器人技术
- 免疫学 免疫学 免疫学
背景情况:
- 自我观察,自我表达和自我控制是各种科学学科中普遍存在的概念.
- 这些思想对于理解系统行为和相互作用至关重要.
研究的目的:
- 在通用系统中调查自我观察,自我表现和自我控制的理论限制.
- 确定这些自我参考概念在何种程度上是实际可行的.
主要方法:
- 物理相互作用的通用模型的开发.
- 理论和相关结果的数学证明,以分析系统限制.
- 分析元级组件及其表示能力.
主要成果:
- 证明了一个定理,显著限制了自我观察,自我表达和自我控制的范围.
- 添加元级能力并不能使整个系统完全自我代表.
- 自我模型通常无法通过实施它们的系统进行实证测试.
结论:
- 从理论上讲,在一个系统中完全自我表现是不可能的.
- 自我代表应该被认为是启发性的,而不是精确的.
- 系统本身对自我模型的实证测试通常是不可行的.
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