Shivam Jain

Enabling Long(er) Horizon Imitation for Manipulation Tasks by Modeling Subgoal Transitions

Imitation-based policy training for long-horizon manipulation tasks involving multi-step object interactions is often susceptible to compounding action errors. Contemporary methods discover semantic subgoals embedded within the overall task, decomposing the overall task into tractable shorter-horizo…