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Behavior-Aware Auxiliary Corrections for Off-Policy Temporal-Difference Prediction

Via ArXiv cs.AI
Friday, May 29, 2026 · 4:00AM
Summary

arXiv:2605.28855v1 Announce Type: new Abstract: Temporal-difference learning with function approximation can be unstable under off-policy sampling. TDC stabilizes off-policy TD through an auxiliary covariance correction, and TDRC further regularizes this correction in a single-timescale recursion. T

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