most citedPartially Observable Markov Decision Process Framework for Operating Condition Optimization Using Real-Time Degradation Signals

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stat.ML2026

General Value Functions for Remaining Useful Life and Failure-Mode Prediction

Hao Yan, Ali Sarabi, Qing Zou +1

Remaining useful life (RUL) prediction and failure-mode classification are central tasks in predictive maintenance. Many data-driven pipelines use fixed-window supervised learning…