EBGAN-MDN: An Energy-Based Adversarial Framework for Multi-Modal Behavior Cloning

Yixiao Li, Julia Barth, Thomas Kiefer +1

Multi-modal behavior cloning faces significant challenges due to mode averaging and mode collapse, where traditional models fail to capture diverse input-output mappings. This prob…