Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning

1 Apr 2015James P. CrutchfieldSarah Marzen

We introduce a simple analysis of the structural complexity of infinite-memory processes built from random samples of stationary, ergodic finite-memory component processes. Such processes are familiar from the well known multi-arm Bandit problem... (read more)

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