Abstract
In this chapter, we will review our current work in case-based approaches to planning. Our research examines the organization and structure of episodic memory as determined by its functional role in guiding reasoning. The theoretical thrust is based upon the intuition that a large part of the reasoning process is guided by the contents and organization of events in memory. The major goal of this work is the development of functional explanations of the representational organization and conceptual vocabularies that support reasoning tasks. Our current work can be characterized in terms of three major tasks: Uncovering vocabularies for describing causal similarities between episodes in memory. Examining the use of features in the access and retrieval of cases from memory. Understanding the role of memory organization in the support of opportunistic planning and problem solving.
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