Chung-Pang Wang

Vector-Quantized World Model: Latent Feedback Motion Planning for Robot Manipulation

Vector-Quantized World Model (VQ-WM), a latent feedback motion planning framework that integrates discrete long-horizon search with continuous visual feedback control, is introduced, allowing the planner to look far ahead and find a shortest path to the goal through discrete search and a continuous learned controller s...