Litcius/Paper detail

Episodic Memory and Unrestricted Learning

Simon Alexander Burns Brown

2023Philosophy of Science12 citationsDOIOpen Access PDF

Abstract

Abstract Our thinking often uses rich memories of particular past events. Yet frequently we would do better to use other forms of memory. I show that existing accounts of the function of episodic memory cannot account for such cases, then develop an account which can. Roughly: rich representations of particular past events are required for Unrestricted Learning, learning which is not limited in how much of the world’s complexity it can capture; and episodic memory’s selection for Unrestricted Learning could explain its ubiquitous (and often inappropriate) use for other tasks. This proposal suggests many avenues for further empirical and computational research.

Topics & Concepts

Episodic memoryComputer scienceCognitive scienceFunction (biology)Cognitive psychologySelection (genetic algorithm)Artificial intelligencePsychologyCognitionNeuroscienceEvolutionary biologyBiologyMemory and Neural MechanismsMemory Processes and InfluencesMachine Learning and Algorithms