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Conceptual Commitments of the LIDA Model of Cognition

机译:LIDA认知模型的概念承诺

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Significant debate on fundamental issues remains in the subfields of cognitive science, including perception, memory, attention, action selection, learning, and others. Psychology, neuroscience, and artificial intelligence each contribute alternative and sometimes conflicting perspectives on the supervening problem of artificial general intelligence (AGI). Current efforts toward a broad-based, systems-level model of minds cannot await theoretical convergence in each of the relevant subfields. Such work therefore requires the formulation of tentative hypotheses, based on current knowledge, that serve to connect cognitive functions into a theoretical framework for the study of the mind. We term such hypotheses “conceptual commitments” and describe the hypotheses underlying one such model, the Learning Intelligent Distribution Agent (LIDA) Model. Our intention is to initiate a discussion among AGI researchers about which conceptual commitments are essential, or particularly useful, toward creating AGI agents.
机译:关于基本问题的重大争论仍在认知科学的子领域内,包括感知,记忆,注意力,行动选择,学习等。心理学,神经科学和人工智能对人工通用人工智能(AGI)的发展问题各有不同的观点,有时甚至是相互矛盾的观点。当前为建立广泛的系统级心智模型所做的努力无法等待每个相关子领域的理论融合。因此,此类工作需要根据当前的知识来拟定假设,以将认知功能连接到用于研究心理的理论框架中。我们将此类假设称为“概念承诺”,并描述一种基于此类模型(即学习型智能分销代理(LIDA)模型)的假设。我们的意图是在AGI研究人员之间展开讨论,讨论哪些概念上的承诺对于创建AGI代理至关重要或特别有用。

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