Research & Development World

  • R&D World Home
  • Topics
    • Aerospace
    • Automotive
    • Biotech
    • Careers
    • Chemistry
    • Environment
    • Energy
    • Life Science
    • Material Science
    • R&D Management
    • Physics
  • Technology
    • 3D Printing
    • A.I./Robotics
    • Software
    • Battery Technology
    • Controlled Environments
      • Cleanrooms
      • Graphene
      • Lasers
      • Regulations/Standards
      • Sensors
    • Imaging
    • Nanotechnology
    • Scientific Computing
      • Big Data
      • HPC/Supercomputing
      • Informatics
      • Security
    • Semiconductors
  • R&D Market Pulse
  • R&D 100
    • 2025 R&D 100 Award Winners
    • 2025 Professional Award Winners
    • 2025 Special Recognition Winners
    • R&D 100 Awards Event
    • R&D 100 Submissions
    • Winner Archive
  • Resources
    • Research Reports
    • Digital Issues
    • Educational Assets
    • Subscribe
    • Video
    • Webinars
    • Content submission guidelines for R&D World
  • Global Funding Forecast
  • Top Labs
  • Advertise
  • SUBSCRIBE

Watch your ghost teach a robot how to tag-team

By Frankie Barrett | October 25, 2019

When Tesla failed to hit weekly production targets in the first quarter of 2018, chief executive Elon Musk blamed it on “excessive automation.” The robots were slowing things down and “underrated” humans could do better. Musk resorted to pulling all-nighters and sleeping at the factory so that customer deliveries wouldn’t be further delayed. For those manufacturing jobs where humans have an edge, Purdue University engineers have introduced “GhostX:” An augmented reality platform that turns the user and robot into “ghosts.” The user can then plan out how to collaborate with the robot and work out kinks before actually performing a task.

“The dexterity of the human hand may never be replaced by the robot. But there are a lot of other tasks that are much more easily done by a robot, such as heavy lifting or precise manipulation,” said Yuanzhi Cao, a Ph.D. student in mechanical engineering at Purdue. “If we put their strengths together, productivity would increase.” A new augmented reality platform, GhostX, uses ‘ghost’ avatars of a human and robot to help a user plan out how the two can perform a task together. (Purdue University image/Yuanzhi Cao)

Watch your ghost teach a robot how to tag-team

A new augmented reality platform, GhostX, uses ‘ghost’ avatars of a human and robot to help a user plan out how the two can perform a task together. (Purdue University image/Yuanzhi Cao)

The researchers presented GhostX on Tuesday (Oct. 22) at the 32nd ACM User Interface Software and Technology Symposium in New Orleans. The technology solves a big engineering conundrum: For humans and robots to truly collaborate, they would have to know exactly what each other is doing.

“Factories currently prefer for humans and robots to work separately because they would need an extremely robust method to sync a human with a robot. That’s not the case for current technology,” Cao said. With GhostX, whatever plan a user makes with the ghost form of the robot while wearing an augmented reality head mount is communicated to the real robot through a cloud connection – allowing both the user and robot to know what the other is doing as they perform a task. The system also allows the user plan a task directly in time and space and without any programming knowledge. A YouTube video is available here.

“It’s totally codeless. The user programs the robot by demonstrating in an augmented reality environment how the two will work together,” said Karthik Ramani, the Donald W. Feddersen Professor of Mechanical Engineering.

First, the user acts out the human part of the task to be completed with a robot. The system then captures the human’s behavior and displays it to the user as an avatar ghost, representing the user’s presence in time and space. Using the human ghost as a time-space reference, the user programs the robot via its own ghost to match up with the human’s role. The user and robot then perform the task as their ghosts did.

GhostX gives the user the option of either planning tasks to be completed at the same time or after each other. The system could also possibly work for planning the tasks of hundreds of robots at once, the researchers say. The team will next explore the use of GhostX for training other humans.

Purdue University
www.purdue.edu

Related Articles Read More >

Medable’s Digital Data Flow Agent focuses on protocol translation as the agentic race accelerates
AI image firm Midjourney spins up health division, unveils ‘Ultrasonic CT’
SpaceX is now worth nearly as much as 41 aerospace peers combined. Its revenue is another story
Q&A: Owkin’s five-year Sanofi deal bets on ‘purpose-built’ AI agents
rd newsletter
EXPAND YOUR KNOWLEDGE AND STAY CONNECTED
Get the latest info on technologies, trends, and strategies in Research & Development.

R&D World Digital Issues

Fall 2025 issue

Browse the most current issue of R&D World and back issues in an easy to use high quality format. Clip, share and download with the leading R&D magazine today.

R&D 100 Awards
Research & Development World
  • Subscribe to R&D World Magazine
  • Sign up for R&D World’s newsletter
  • Contact Us
  • About Us
  • Drug Discovery & Development
  • Pharmaceutical Processing
  • Global Funding Forecast

Copyright © 2026 WTWH Media LLC. All Rights Reserved. The material on this site may not be reproduced, distributed, transmitted, cached or otherwise used, except with the prior written permission of WTWH Media
Privacy Policy | Advertising | About Us

Search R&D World

  • R&D World Home
  • Topics
    • Aerospace
    • Automotive
    • Biotech
    • Careers
    • Chemistry
    • Environment
    • Energy
    • Life Science
    • Material Science
    • R&D Management
    • Physics
  • Technology
    • 3D Printing
    • A.I./Robotics
    • Software
    • Battery Technology
    • Controlled Environments
      • Cleanrooms
      • Graphene
      • Lasers
      • Regulations/Standards
      • Sensors
    • Imaging
    • Nanotechnology
    • Scientific Computing
      • Big Data
      • HPC/Supercomputing
      • Informatics
      • Security
    • Semiconductors
  • R&D Market Pulse
  • R&D 100
    • 2025 R&D 100 Award Winners
    • 2025 Professional Award Winners
    • 2025 Special Recognition Winners
    • R&D 100 Awards Event
    • R&D 100 Submissions
    • Winner Archive
  • Resources
    • Research Reports
    • Digital Issues
    • Educational Assets
    • Subscribe
    • Video
    • Webinars
    • Content submission guidelines for R&D World
  • Global Funding Forecast
  • Top Labs
  • Advertise
  • SUBSCRIBE