作者位次 #2/5ACL 2026Poster· Natural Language Processing
SOCIA - EVO : Automated Simulator Construction via Dual-Anchored Bi-Level Optimization
YUNCHENG HUA · Sion Weatherhead · Mehdi Jafari · Hao Xue · Flora D. Salim
摘要
Automated simulator construction requires distributional fidelity, distinguishing it from generic code generation. We identify two failure modes in long-horizon LLM agents: contextual drift and optimization instability arising from conflating structural and parametric errors. We propose SOCIA-EVO...