痛觉现象可能具有的进化功能。

IF 3.1 Q1 PSYCHOLOGY, BIOLOGICAL Neuroscience of Consciousness Pub Date : 2021-06-16 eCollection Date: 2021-01-01 DOI:10.1093/nc/niab012
Oren Kolodny, Roy Moyal, Shimon Edelman
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引用次数: 0

摘要

关于情感,特别是负面情感和痛苦的进化论认为,有情感并关心其行为结果的生物在进化适应性方面优于那些没有情感和关心其行为结果的生物。然而,这种说法只有在情感能够对影响适应性的结果做出贡献的情况下才能成立。仅仅假设一个对结果有感觉和关心的学习者比一个对结果没有感觉和关心的学习者有更强的动机是不够的,这仅仅是因为动机可以通过加入适当的奖励函数直接与结果挂钩,而不会给感觉留下任何明显的作用(最先进的基于强化学习的工程系统就是这样做的)。在这里,我们提出了一种可能的机制,通过这种机制,疼痛可以促进适应性:一种强化学习的行为者-批评者功能架构,在这种架构中,疼痛反映了行为者在争夺控制权时所付出的代价,从而促进诚实的信号传递,最终帮助系统优化学习和未来行为。
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A possible evolutionary function of phenomenal conscious experience of pain.

Evolutionary accounts of feelings, and in particular of negative affect and of pain, assume that creatures that feel and care about the outcomes of their behavior outperform those that do not in terms of their evolutionary fitness. Such accounts, however, can only work if feelings can be shown to contribute to fitness-influencing outcomes. Simply assuming that a learner that feels and cares about outcomes is more strongly motivated than one that does is not enough, if only because motivation can be tied directly to outcomes by incorporating an appropriate reward function, without leaving any apparent role to feelings (as it is done in state-of-the-art engineered systems based on reinforcement learning). Here, we propose a possible mechanism whereby pain contributes to fitness: an actor-critic functional architecture for reinforcement learning, in which pain reflects the costs imposed on actors in their bidding for control, so as to promote honest signaling and ultimately help the system optimize learning and future behavior.

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来源期刊
Neuroscience of Consciousness
Neuroscience of Consciousness Psychology-Clinical Psychology
CiteScore
6.90
自引率
2.40%
发文量
16
审稿时长
19 weeks
期刊最新文献
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