Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.11388.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

StructAgent is a state-centered framework for long-horizon digital agents that uses a unified causal representation of task progress, with verifier-backed state transitions, explicit checkpointing, and failure recovery. It improves Qwen3.5 backbones substantially on OSWorld-Verified and sets a new open-source SOTA of 78.9%, also generalizing to Minecraft.

Concrete framework tackling a real bottleneck in long-horizon agents — unstructured interaction history. The causal-state design and cross-domain results (desktop + Minecraft) make it directly applicable to agent builders.

Cited by

No citations on record.