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behavioral steering 1composable interventions 1decision making 1policy gradient 1reinforcement learning 1

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20242026
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cs.LG2026

Policy Gradient Steering: Interventions from Behavioral Objectives

Yoann Poupart, Aurélie Beynier, Nicolas Maudet

The paper introduces Policy Gradient Steering (PGS), a reinforcement‑learning based method that uses temporary behavioral objectives to compute removable task vectors for steering…