SmartApe AI

Oct 11, 2026 · Artificial Intelligence

AEWM: World Model That Judges & Corrects Agent Decisions Pre-Execution

Researchers from Renmin University's Gaoling School of AI introduce Agent-Editing World Model (AEWM), which shifts world modeling from predicting environment feedback to judging decision impact and revising erroneous actions before execution, improving agent performance across benchmarks and enabling self-improvement via distilled trajectories.