One Policy, Any Budget: Internalizing Budget-Aware Search via Reinforcement Learning
AnySearch is proposed, a framework that enables a single policy to perform budget-aware search under any budget constraint through a training scaffold and curriculum reinforcement learning, and outperforms baselines across all budget scales.
Xiaowei Sun, Jin Li, Yi-Li Hong et al.
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