Kou, H. 2025. Research on Trajectory Decision-Making Methods for Intelligent Robots Integrating LiDAR and Multimodal Perception such as Image. Innovative Applications of AI. 2, 4 (Dec. 2025), 42–52. DOI:https://doi.org/10.70695/IAAI202504A12.