Lever: Inference-Time Policy Reuse under Support Constraints

Ihor Vitenko, Noha Ibrahim, Sihem Amer-Yahia

Reinforcement learning (RL) policies are typically trained for fixed objectives, making reuse difficult when task requirements change. We study inference-time policy reuse: given a…