Fail2Progress: Learning from Real-World Robot Failures with Stein Variational Inference

Yixuan Huang, Novella Alvina, Mohanraj Devendran Shanthi +1

Skill effect models for long-horizon manipulation tasks are prone to failures in conditions not covered by training data distributions. Therefore, enabling robots to reason about a…