Model-based trajectory stitching for improved behavioural cloning and its applications

Charles A. Hepburn, Giovanni Montana

Behavioural cloning (BC) is a commonly used imitation learning method to infer a sequential decision-making policy from expert demonstrations. However, when the quality of the data…