Allen School researchers are at the forefront of exciting developments in AI spanning machine learning, computer vision, natural language processing, robotics and more.
We cultivate a deeper understanding of the science and potential impact of rapidly evolving technologies, such as large language models and generative AI, while developing practical tools for their ethical and responsible application in a variety of domains — from biomedical research and disaster response, to autonomous vehicles and urban planning.
Groups & Labs
Tsvetshop
Tsvetshop researchers aim to develop practical solutions to natural language processing problems that combine sophisticated learning and modeling methods with insights into human languages and the people who speak them.
WEIRD Lab
The Washington Embodied Intelligence and Robotics Development lab is interested in robotics problems, and currently we are thinking deeply about reinforcement learning algorithms to enable real-world robotic manipulation tasks in the home.
Faculty Members
Centers & Initiatives
Molecular Engineering Materials Center (UW-MEMC)
MEM-C is a NSF Materials Research Science and Engineering Center that integrates materials innovations with theory and computation to advance spin-photonic nanostructures and elastic layered quantum materials, aided by an “AI Core” that integrates artificial intelligence-driven materials discovery.
Institute for Medical Data Science (IMDS)
The Institute for Medical Data Science (IMDS) is a joint effort among the Schools of Medicine and Public Health and the College of Engineering, including the Allen School to lead the development and implementation of cutting-edge AI and data science methods in medical data science. By harnessing the power of AI across diverse health determinants, IMDS aims to improve patient health, provider satisfaction, and healthcare operations, particularly in the Pacific Northwest region.
Highlights
UW News
The Taskar Center for Accessible Technology created the first statewide data set enabling communities across Washington to map pedestrian infrastructure and transit access — which paves the way for exploring other questions such as access to schools, grocery stores and health care.
UW Aeronautics & Astronautics
Department of Aeronautics & Astronautics researchers teamed up with Taskar Center Director Anat Caspi and computer engineering major Marc Alwan to explore how eye-tracking can help autonomous systems adapt their interactions to individual users’ comfort and safety preferences.
UW News
Researchers in the Allen School’s Personal Robotics Lab invited people with motor impairments to help them test the Assistive Dexterous Arm in real-world scenarios — including community researcher Jonathan Ko, who spent five days with ADA in his home.