2026
Beyond Domain Randomization: Event-Inspired Perception for Visually Robust Adversarial Imitation from Videos
ICRA 2026poster
Imitation from videos often fails when expert demonstrations and learner environments exhibit domain shifts, such as discrepancies in lighting, color, or texture. While visual randomization partially addresses this problem by augmenting training data, it remains computationally intensive and inheren…