ReGIL: Retrieval-Guided Imitation Learning from a Single Demonstration

Yuying Zhang, Francesco Verdoja, Wenyan Yang +1

Learning robot manipulation policies with deep neural networks from a single demonstration remains highly challenging, as even small deviations from the demonstrated trajectory can…