RESEARCH

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

ArXiv cs.AI · Fri, 29 May 2026 04:00:00 GMT

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-ti

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