Hangxin Liu

LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning

2024 · arXiv (Cornell University)

Conventional Task and Motion Planning (TAMP) approaches rely on manually crafted interfaces connecting symbolic task planning with continuous motion generation. These domain-specific and labor-intensive modules are limited in addressing emerging tasks in real-world settings. Here, …