Christopher Agia

Text2Motion: From Natural Language Instructions to Feasible Plans

2023 · arXiv (Cornell University)

We propose Text2Motion, a language-based planning framework enabling robots to solve sequential manipulation tasks that require long-horizon reasoning. Given a natural language instruction, our framework constructs both a task- and motion-level plan that is verified …