人工智能体系统中的情感反应:人工生命中的自反性和适应性
Emotional Responses in Artificial Agent-Based Systems: Reflexivity and Adaptation in Artificial Life
摘要:
目前的工作解决了一个虚拟环境与自我复制代理人的决定是基于一种形式的“体细胞计算”(体细胞-身体),其中基本的情感反应,采取平行于实际的生物体,被引入作为一种方式,以提供更大的自反能力的代理人。这项工作为人工智能(AI)和人工生命(ALife)领域做出了贡献,并为人工系统和虚拟环境模拟提供了基于神经生物学的认知框架。能够情绪反应的代理的性能进行了比较,与自我复制的自动机,和情感和人工智能的研究,在连接到虚拟代理以及机器人的影响,解决有关可能的未来方向和应用。
英文摘要:
The current work addresses a virtual environment with self-replicating agents whose decisions are based on a form of "somatic computation" (soma - body) in which basic emotional responses, taken in parallelism to actual living organisms, are introduced as a way to provide the agents with greater reflexive abilities. The work provides a contribution to the field of Artificial Intelligence (AI) and Artificial Life (ALife) in connection to a neurobiology-based cognitive framework for artificial systems and virtual environments' simulations. The performance of the agents capable of emotional responses is compared with that of self-replicating automata, and the implications of research on emotions and AI, in connection to both virtual agents as well as robots, is addressed regarding possible future directions and applications.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。