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Active Learning of Abstract Plan Feasibility
Long horizon sequential manipulation tasks are effectively addressed hierarchically: at a high level of abstraction the planner searches over abstract action sequences, and when a plan is found, lower level motion plans are generated.
Visual Prediction of Priors for Articulated Object Interaction
Given a novel object, the objective is to maximize reward with few interactions.
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