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confidence-based reward

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enterprise log integration (1) test-time reinforcement learning (1) schema mapping (1) reinforcement learning agent (1) retrieval-augmented generation (1) reward learning (1) web search (1) test-time adaptation (1) information retrieval (1) reinforcement learning (1)

Papers

Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025