Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation

Vivek Myers, Bill Chunyuan Zheng, Oier Mees +2

Learned language-conditioned robot policies often struggle to effectively adapt to new real-world tasks even when pre-trained across a diverse set of instructions. We propose a nov…