A Framework for LLM-based Lifelong Learning in Robot Manipulation

While robotic agents have become increasingly adept at low-level manipulation skills, increasingly they are being guided by large language model planners that decompose complex tasks into subgoals. Recent works indicate that these language models may also be effective skill learners. We develop HaLP...

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Bibliographic Details
Main Author: Mao, Jerry W.
Other Authors: Agrawal, Pulkit
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/153895