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…