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Direct Relational Set-Risk Pruning

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04:00

2026-09-24

arxiv.org

ai-agents

DRSR: Learning Set-Level Deletion Risk for Efficient Long-Horizon Agents

Researchers introduced Direct Relational Set-Risk Pruning (DRSR), a method that compresses long-horizon language-model agent histories by scoring the risk of deleting sets of history blocks rather tha…

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DRSR 1 WorkBuddyBench Full260 1 Eval40 1 arXiv 1

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ai agents 1 large language models 1 machine learning 1 ai research 1