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McMahan, B · 2017

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cs.LG 1

years

2026 1

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UNVERDICTED 1

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Lever: Inference-Time Policy Reuse under Support Constraints

cs.LG · 2026-04-22 · unverdicted · novelty 6.0

LEVER enables offline composition of pre-trained RL policies via behavioral embeddings and Q-value composition, matching or exceeding training-from-scratch performance in deterministic GridWorld while highlighting limits for long-horizon tasks.

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  • Lever: Inference-Time Policy Reuse under Support Constraints cs.LG · 2026-04-22 · unverdicted · none · ref 6

    LEVER enables offline composition of pre-trained RL policies via behavioral embeddings and Q-value composition, matching or exceeding training-from-scratch performance in deterministic GridWorld while highlighting limits for long-horizon tasks.