Hierarchical Planning for Long-Horizon Manipulation with Geometric and Symbolic Scene Graphs

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Abstract:

We present a visually grounded hierarchical planning algorithm for long-horizon manipulation tasks. Our algorithm offers a joint framework of neuro-symbolic task planning and low-level motion generation conditioned on the specified goal. At the core of our approach is a two-level scene graph representation, namely geometric scene graph ...More

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