论文标题
累积文化自发出现在社交和记忆引导的人造导航器中
Cumulative culture spontaneously emerges in artificial navigators who are social and memory-guided
论文作者
论文摘要
当自适应创新通过社会学习传给了世代相传时,就会发生累积文化进化。这个过程塑造了人类的技术创新,但也发生在非人类物种中。传统上认为,累积文化依赖于高保真的社会传播和高级认知技能,但我在这里表明,更简单的系统就足够了。累积文化自发地出现在人工代理商中,他们以目标方向,社会接近和路线记忆的最小认知结构导航。在每一代人中,幼稚的人从与经验丰富的导航员配对中受益,因为他们可以遵循以前建立的路线。至关重要的是,经验丰富的导航者也从幼稚的人的存在中受益,通过回归对目标。由于经验丰富的代理商遵循了他们的记忆路径,他们天真的对应物(不受路线记忆的不受欢迎)比远离目标更可能犯错,因此朝着该方向偏见。这种提高了每一代的路线效率。在控制实验中,当代理人的社会接近度或路线记忆病变时,累积培养会减弱,而消除目标方向仅降低了效率。这些结果表明,即使没有复杂的交流或思想,累积文化进化也会发生。对此发现的一种解释是,当前的定义太松了,应该缩小。另一种结论是,基本的累积文化是寻求社会接近并具有不精确记忆能力的系统的新兴特性,为传统进化机制提供了灵活的补充。
Cumulative cultural evolution occurs when adaptive innovations are passed down to consecutive generations through social learning. This process has shaped human technological innovation, but also occurs in non-human species. While it is traditionally argued that cumulative culture relies on high-fidelity social transmission and advanced cognitive skills, here I show that a much simpler system suffices. Cumulative culture spontaneously emerged in artificial agents who navigate with a minimal cognitive architecture of goal-direction, social proximity, and route memory. Within each generation, naive individuals benefitted from being paired with experienced navigators because they could follow previously established routes. Crucially, experienced navigators also benefitted from the presence of naive individuals through regression to the goal. As experienced agents followed their memorised path, their naive counterparts (unhindered by route memory) were more likely to err towards than away from the goal, and thus biased the pair in that direction. This improved route efficiency within each generation. In control experiments, cumulative culture was attenuated when agents' social proximity or route memory were lesioned, whereas eliminating goal-direction only reduced efficiency. These results demonstrate that cumulative cultural evolution occurs even in the absence of sophisticated communication or thought. One interpretation of this finding is that current definitions are too loose, and should be narrowed. An alternative conclusion is that rudimentary cumulative culture is an emergent property of systems that seek social proximity and have an imprecise memory capacity, providing a flexible complement to traditional evolutionary mechanisms.