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arxiv_cs_ai · Nov 10, 2026 · paper

Source brief

An Augmented Lagrangian Approach to Lifted Bellman Linear Programming

arxiv.orgNov 10, 2026
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In brief

Temporal-difference critics regress onto a bootstrapped target and usually need a target network. Lifted Bellman Linear Programming (LBLP) instead expresses the in-sample optimal values of offline RL as the solution to a linear program over the dataset. Its neural solver ALBUM re

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