04:00
2026-09-02
machinebrief.com
artificial-intelligence
One Policy, Any Budget: Internalizing Budget-Aware Search via Reinforcement Learning
Researchers propose AnySearch, a reinforcement learning framework that enables a single LLM-based search agent policy to adapt to any budget constraint at deployment, outperforming baselines across se…