Author

Skye Thompson

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#machine learning Preprint Sep 2026

Characterizing Replay Retention Under Dynamics Shift in Model-Based Reinforcement Learning

The results show that replay retention depends on change magnitude and on how the dynamics evolve, and an estimator built from interaction data can still provide the quantities needed to choose a replay strategy after permanent changes.

Everest Yang, Skye Thompson, G. Konidaris · 0 citations