# Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges

> Research article (Machine Learning and Knowledge Extraction, 2024) · cited 24× · AI/ML

**Wikidata**: [openalex:W4401580665](https://www.wikidata.org/wiki/openalex:W4401580665)  
**Source**: https://4ort.xyz/entity/visual-reasoning-and-multi-agent-approach-in-multimodal-large-language-models-mllms-solving-tsp-and-mtsp-combinatorial-c