Xiaoxiang Liu

DPWM: Autonomous Exploration Via Diffusion-Based Map Prediction Guided Planning

Autonomous exploration aims to efficiently map unknown environments, yet utilizing limited environmental information to achieve efficient path planning remains challenging. In this work, we focus on leveraging latent information in partial observations to predict the complete environmental structure…