Author

A. Stocco

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#machine learning Preprint Oct 2026

AIBL: Augmented Instance-Based Learning with Structured Memory and Neural Embeddings

Sequential learning systems often make decisions from accumulated experience while receiving high-dimensional inputs whose distribution may change over time. Instance-Based Learning Theory (IBLT) provides a principled case-based framework for such settings through stored situation-decision-utility instances, partial ma...

Radha Poovendran, A. Stocco, L. Bushnell · 0 citations