Figure Unveils New Machine Learning Model for Humanoid Robots
Introducing Helix: A Generalist Vision-Language-Action (VLA) Model
Figure, a Bay Area robotics firm, has announced a new machine learning model for humanoid robots, called Helix. The model is a generalist Vision-Language-Action (VLA) model, which is a new phenomenon in robotics. VLA models leverage vision and language commands to process information, and Helix is designed to work in real-time, combining visual data and language prompts to control a robot.
How Helix Works
Helix is capable of picking up thousands of novel household items with varying shapes, sizes, colors, and material properties, simply by asking in natural language. The platform is designed to bridge the gap between vision and language processing, allowing a robot to visually assess its environment and then perform a task.
Real-World Applications
Figure is showcasing the VLM by highlighting its work with its 02 humanoid robot in the home environment. The company is demonstrating the potential of Helix by highlighting its ability to control two robots working together to perform various household tasks.
Challenges and Opportunities
The home is a challenging and complex setting for testing these sorts of training models. Teaching robots to do complex tasks in the kitchen, for example, opens them up to a broad range of actions in different settings. However, manual programming won’t scale for the home, and training requires hundreds of hours of repetition.
Conclusion
Helix is a significant step forward in the development of humanoid robots, enabling them to perform complex tasks in a variety of environments. With its ability to work in real-time and control multiple robots, Helix has the potential to revolutionize the way we live and work.
Frequently Asked Questions
Q: What is Helix?
A: Helix is a generalist Vision-Language-Action (VLA) model that combines visual data and language prompts to control a robot in real-time.
Q: How does Helix work?
A: Helix works by visually assessing its environment and then performing a task based on language prompts.
Q: What are the real-world applications of Helix?
A: Helix has the potential to revolutionize the way we live and work, enabling robots to perform complex tasks in a variety of environments.
Q: What are the challenges associated with developing Helix?
A: The home is a challenging and complex setting for testing these sorts of training models, and manual programming won’t scale for the home.
