Targeted Modality Dropout for Real-Robot Manipulation Robust to Intermittent Vision Loss

Genki Shikada, Kazuki Osamura, Masaru Ide +2

Imitation learning policies that integrate multiple sensory modalities are prone to overreliance on a dominant modality, such as vision, during training, which can disrupt policy e…