Approximate Inference-based Motion Planning by Learning and Exploiting Low-Dimensional Latent Variable Models

Jung-Su Ha, Hyeok-Joo Chae, Han-Lim Choi

This work presents an efficient framework to generate a motion plan of a robot with high degrees of freedom (e.g., a humanoid robot). High-dimensionality of the robot configuration…