2026
Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System
AAAI 2026technical
Scene graphs have emerged as a structured and serializable environment representation for grounded spatial reasoning with Large Language Models (LLMs). In this work, we propose SG2, an iterative Schema-Guided Scene-Graph reasoning framework based on multi-agent LLMs. The agents are grouped i