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Abstract: A task and motion planning method for service robot arm based on 3-D voxel-semantic maps is proposed, which can realize virtual environment mapping, manipulator planning, and grasping tasks ...

Abstract: In the field of task planning for service robots, large language model (LLM)-based approaches have shown increasing potential but still struggle with responding to complex user demands and ...