Aligning Human Intent from Imperfect Demonstrations with Confidence-based Inverse soft-Q Learning

Xizhou Bu, Wenjuan Li, Zhengxiong Liu +2

Imitation learning attracts much attention for its ability to allow robots to quickly learn human manipulation skills through demonstrations. However, in the real world, human demo…