Jul 2026
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment
DeepSearch-Evolve is presented, a self-distillation framework for web agents built on DeepSearch-World, a deterministic and verifiable environment with reproducible search and page-reading tools that enables scalable self-evolution for long-horizon web agents.
Xinyu Geng, Xuanhua He, Si-Xiang Chen et al.
· arXiv.org · 1 citation