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Gpt-4v (ision) for robotics: Multimodal task planning from human demonstration
We introduce a pipeline that enhances a general-purpose Vision Language Model, GPT-4V
(ision), to facilitate one-shot visual teaching for robotic manipulation. This system analyzes …
(ision), to facilitate one-shot visual teaching for robotic manipulation. This system analyzes …
Chatgpt empowered long-step robot control in various environments: A case application
This paper introduces a novel method for translating natural-language instructions into
executable robot actions using OpenAI's ChatGPT in a few-shot setting. We propose …
executable robot actions using OpenAI's ChatGPT in a few-shot setting. We propose …
A multi-modal framework for robots to learn manipulation tasks from human demonstrations
C Yin, Q Zhang - Journal of Intelligent & Robotic Systems, 2023 - Springer
Enabling robots to learn manipulation tasks by observing human demonstrations remains a
major challenge. Recent advances in video captioning tasks provide an end-to-end method …
major challenge. Recent advances in video captioning tasks provide an end-to-end method …
Semantic constraints to represent common sense required in household actions for multimodal learning-from-observation robot
The learning-from-observation (LfO) paradigm allows a robot to learn how to perform actions
by observing human actions. Previous research in top-down learning-from-observation has …
by observing human actions. Previous research in top-down learning-from-observation has …
Multi-modal LLM-enabled Long-horizon Skill Learning for Robotic Manipulation
The advent of Large Language Models (LLMs) has empowered robots to execute tasks
based on human instructions. Nonetheless, the challenge still persists in endowing robots …
based on human instructions. Nonetheless, the challenge still persists in endowing robots …
Interactive task encoding system for learning-from-observation
We present the Interactive Task Encoding System (ITES) for teaching robots to perform
manipulative tasks. ITES is designed as an input system for the Learning-from-Observation …
manipulative tasks. ITES is designed as an input system for the Learning-from-Observation …
A Prompt-driven Task Planning Method for Multi-drones based on Large Language Model
Y Liu - arxiv preprint arxiv:2406.00006, 2024 - arxiv.org
With the rapid development of drone technology, the application of multi-drones is becoming
increasingly widespread in various fields. However, the task planning technology for multi …
increasingly widespread in various fields. However, the task planning technology for multi …
Prism-tracker: A framework for multimodal procedure tracking using wearable sensors and state transition information with user-driven handling of errors and …
A user often needs training and guidance while performing several daily life procedures, eg,
cooking, setting up a new appliance, or doing a COVID test. Watch-based human activity …
cooking, setting up a new appliance, or doing a COVID test. Watch-based human activity …
A Human-Robot Interaction Dual-Arm Robot System For Power Distribution Network
H He, Y Li, J Chen, Y Guo, X Bi… - 2023 China Automation …, 2023 - ieeexplore.ieee.org
The current live-line maintenance robot in the power distribution network faces a significant
challenge. The commonly used operational methods have their limitations. Teleoperation …
challenge. The commonly used operational methods have their limitations. Teleoperation …