ADIAS：交互式智能体系统的自动化设计框架

AI 摘要

arXiv 上发布了一篇题为 ADIAS 的论文，提出了一种自动化设计交互式智能体系统的新框架。该框架采用问题中心的智能体优化方法，通过持久化问题状态来指导优化，而非从候选历史中重新推导。在五个交互基准测试中，ADIAS 平均比最强基线高出 25.2%，并在四个骨干模型上取得一致提升。消融实验表明，移除持久化问题状态或改用候选中心策略会导致性能下降高达 40.7%。

正文节选

Computer Science > Artificial Intelligence Title:ADIAS: Automated Design of Interactive Agentic Systems View PDF HTML (experimental) Abstract:Automated agent design improves agent harnesses through iterative revision, evaluation, and feedback summarization. Existing methods are largely candidate-centric: cross-round experience is organized around candidate agents, which leaves the repair progress implicit. This causes inefficient repair targeting, slow consolidation of partial progre

发布时间：2026-08-10 12:00

抓取时间：2026-08-10 12:01

来源机构：arXiv