Knowledge-Driven Imitation Learning: Enabling Generalization Across Diverse Conditions

Zhuochen Miao, Jun Lv, Hongjie Fang +2

Imitation learning has emerged as a powerful paradigm in robot manipulation, yet its generalization capability remains constrained by object-specific dependencies in limited expert…