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Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it

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cs.LG 1

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2026 1

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UNVERDICTED 1

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Policy Improvement Reinforcement Learning

cs.LG · 2026-04-01 · unverdicted · novelty 5.0

PIPO adds closed-loop policy-improvement feedback to RL post-training so updates that raise measured performance are reinforced and those that drop it are suppressed.

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  • Policy Improvement Reinforcement Learning cs.LG · 2026-04-01 · unverdicted · none · ref 6 · internal anchor

    PIPO adds closed-loop policy-improvement feedback to RL post-training so updates that raise measured performance are reinforced and those that drop it are suppressed.