³Ô¹ÏÖ±²¥ Us
The CarAI Lab (Cognitive Autonomy and Robotics for Automotive Intelligence) is a research group within the Department of Mechanical, Industrial, and Mechatronics Engineering. The lab brings together researchers, students, and partners to develop AI-driven solutions for some of the most complex challenges in autonomous systems.
Our work spans embodied AI, deep reinforcement learning, multimodal learning with a particular focus on real-world applications in autonomous driving and adaptive robotic systems.
Core expertise
- Artificial intelligence and machine learning
- Computer vision
- Deep reinforcement learning and GenAI
- Autonomous driving and end-to-end systems
- Edge computing and embedded AI
- Morphology-agnostic robotics
Research Highlights
Developing next-generation autonomous driving systems using Vision-Language Models (VLMs) and Vision-Language-Action (VLA) architectures for real-time perception, reasoning, and action.
Building adaptable robotic systems that leverage VLMs, VLAs, and reinforcement learning to recover intelligently from unexpected hardware failures.
Sponsors
The CarAI Lab gratefully acknowledges the support of our funding partners in advancing research in AI, autonomous systems, and robotics.
NSERC — Natural Sciences and Engineering Research Council of Canada