Alibaba has unveiled a new robot perception AI designed to help robots understand and interact with their physical surroundings. The model, named RynnBrain, was developed by Alibaba’s research arm, DAMO Academy. The robot perception AI is built to improve how machines recognize objects, interpret space, and connect visual input with physical action.
RynnBrain is part of Alibaba’s work on physical AI, a category focused on real-world robotic intelligence rather than digital tasks alone. The system supports robots operating in dynamic environments.
How Robot Perception AI Improves Environmental Understanding
The robot perception AI enables machines to detect objects and understand spatial relationships. It allows robots to identify items, estimate positions, and interpret movement in real time. This capability supports more accurate interaction with physical objects.
Alibaba released a demonstration video showing a robot using the robot perception AI to recognize fruit and place items into a basket. The example highlights how perception and motion are combined through the model.
RynnBrain integrates vision processing, spatial reasoning, and language understanding. These components allow robots to respond to instructions while adapting to physical surroundings.
Open-Source Robot Perception AI and Model Architecture
Alibaba has released the robot perception AI as open source. Developers and researchers can access the model freely. Multiple versions are available, offering different sizes and performance levels.
RynnBrain is built on Alibaba’s Qwen multimodal architecture. This foundation allows the model to process images, spatial data, and language simultaneously. The open-source approach is intended to support experimentation and development in robotics.
Robotics Testing and Global Context
According to external benchmarking reports, the robot perception AI performs well on embodied AI tests. These evaluations measure how effectively models help robots reason about environments and complete physical tasks.
The launch places Alibaba alongside companies such as Google, Nvidia, and Tesla, which are also developing robotics and physical AI systems. China has identified robotics and physical AI as strategic technology priorities.
RynnBrain is available through public code repositories, including GitHub and Hugging Face, where developers can test and deploy the robot perception AI in robotics projects.
Source: https://aimagazine.com/news/how-alibaba-is-using-ai-to-reshape-its-ecommerce-empire