ResMerge: Residual Policy Learning and Merging for Continual Adaptation of Pre-trained Robot Policies

Kefei Zhu, Lingyun Xu, Yue Xin +6

Continual adaptation to new tasks is essential for robots deployed in the real world, but adapting pre-trained policies remains challenging due to parameter growth and the need for…