Task and motion planning using physics-based reasoning
PulseAugur coverage of Task and motion planning using physics-based reasoning — every cluster mentioning Task and motion planning using physics-based reasoning across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New TAMP System Automates Macro-Operator Generation for Faster Planning
Researchers have developed a new system for Task and Motion Planning (TAMP) that addresses bottlenecks in creating symbolic operators. The system automatically generates "macro-operators," which are composite actions th…
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New TASP approach integrates diverse robot skills for complex tasks
Researchers have developed a new hierarchical planning approach called Task and Skill Planning (TASP) for robots. This method integrates diverse, pre-existing skills, including learned, force-controlled, and black-box p…
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LLMs struggle to outperform engineered systems in robotics planning, study finds
A new study published on arXiv explores the integration of Large Language Models (LLMs) with Task and Motion Planning (TAMP) for robotics. Researchers developed 16 algorithms to substitute key TAMP components with LLMs,…