不同认知架构下的行动执行过程:综述

Daqi Dong, S. Franklin
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引用次数: 3

摘要

智能体通过与环境的交互,循环地选择和执行合适的动作来实现其目标。动作执行过程是整个认知体系结构中合理且关键的一部分,因为生成可执行的运动命令的过程不仅受底层环境信息驱动,而且还受到主体高层心理过程的发起和影响。这篇综述的重点是行动的认知模型,或者更具体地说,是行动执行过程的认知模型,在一组流行的认知架构中实现。我们研究了行动执行过程中的表征和过程,以及行动执行与其他高级认知模块之间的合作关系。最后,我们总结了一些关于行动执行本质的一般性观察。
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The Action Execution Process Implemented in Different Cognitive Architectures: A Review
Abstract An agent achieves its goals by interacting with its environment, cyclically choosing and executing suitable actions. An action execution process is a reasonable and critical part of an entire cognitive architecture, because the process of generating executable motor commands is not only driven by low-level environmental information, but is also initiated and affected by the agent’s high-level mental processes. This review focuses on cognitive models of action, or more specifically, of the action execution process, as implemented in a set of popular cognitive architectures. We examine the representations and procedures inside the action execution process, as well as the cooperation between action execution and other high-level cognitive modules. We finally conclude with some general observations regarding the nature of action execution.
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