ESPADA: Execution Speedup via Semantics Aware Demonstration Data Downsampling for Imitation Learning

Byung-ju Kim, Jinu Pahk, Chungwoo Lee +6

Behavior-cloning based visuomotor policies enable precise manipulation but often inherit the slow, cautious tempo of human demonstrations, limiting practical deployment. However, p…