PaperAgent

Oct 13, 2026 · Artificial Intelligence

AEWM: Direct Agent Correction via Editing World Models

Renmin University introduces AEWM, an editing world model that classifies and revises noisy agent actions in real time, improving long-horizon task performance across search, terminal, and software engineering benchmarks without fabricating tool feedback.