Episodic Memory and Unrestricted Learning

Philosophy of Science:1-29 (forthcoming)
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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.

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Simon Brown
London School of Economics

Citations of this work

Experience replay algorithms and the function of episodic memory.Alexandria Boyle - forthcoming - In Lynn Nadel & Sara Aronowitz (eds.), Space, Time, and Memory. Oxford University Press.

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