论文标题
ACT-R和SOAR的分析和比较
An Analysis and Comparison of ACT-R and Soar
论文作者
论文摘要
这是对ACT-R和SOAR认知体系结构的详细分析和比较,包括它们的整体结构,代理数据和元数据的表示以及它们相关的处理。它专注于工作记忆,程序记忆和长期声明性记忆。我强调了很多,这很多,但也强调了差异。我确定这些架构使用的过程和不同类别的信息,包括代理数据,元数据和元过程数据,并探索元数据在决策,内存检索和学习中扮演的角色。
This is a detailed analysis and comparison of the ACT-R and Soar cognitive architectures, including their overall structure, their representations of agent data and metadata, and their associated processing. It focuses on working memory, procedural memory, and long-term declarative memory. I emphasize the commonalities, which are many, but also highlight the differences. I identify the processes and distinct classes of information used by these architectures, including agent data, metadata, and meta-process data, and explore the roles that metadata play in decision making, memory retrievals, and learning.