Rethinking imitation learning with Predictive Inverse Dynamics Models
This research looks at why Predictive Inverse Dynamics Models often outperform standard Behavior Cloning in imitation learning. By using simple predictions of what happens next, PIDMs reduce ambiguity and learn from far fewer demonstrations.
Software Engineer – Microsoft AI
Microsoft AI (MAI) is seeking software engineers to help build the next wave of capabilities of our personal AI, Copilot. We’re looking for someone who possesses technical prowess, a methodical approach to problem-solving, proficiency in…
FineACL
This project studies the data protection challenges when models and agents interact with sensitive data across multiple users. Large language models (LLMs) are increasingly deployed in enterprise settings where thLarge language models (LLMs) are increasingly…
Research Intern – Natural Language Processing for Healthcare
Microsoft’s Health and Life Sciences (HLS) group is driving a healthcare revolution with AI-powered solutions like Dragon Copilot. These innovations empower healthcare professionals to enhance patient care, improve outcomes, boost productivity, and reduce burnout. Our…
Research Intern – Applied Speech Research
The Health and Life Sciences (HLS) group at Microsoft is dedicated to advancing healthcare and life sciences through innovative technology solutions, fostering collaboration, and driving impactful research to improve patient outcomes and streamline healthcare operations.…