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
Robot Learning Lab
The Robot Learning Lab works on foundational research in machine learning, AI and robotics to develop intelligent robotic systems that can perceive, plan and act in complex environments and improve performance with experience.
H2 Lab
The H2 Lab addresses foundational problems in Artificial Intelligence and Natural Language Processing to develop general-purpose AI algorithms that represent, comprehend, and reason about diverse forms of data at large scale.
Faculty Members
Centers & Initiatives
Computing for the Environment (CS4Env)
Computing for the Environment (CS4Env) at the University of Washington supports novel collaborations across the broad fields of environmental sciences and computer science & engineering. The initiative engages environmental scientists and engineers, computer scientists and engineers, and data scientists in using advanced technologies, methodologies and computing resources to accelerate research that addresses pressing societal challenges related to climate change, pollution, biodiversity and more.
Center for Research and Education on Accessible Technology and Experiences (CREATE)
The mission of the UW Center for Research and Education on Accessible Technology and Experiences (CREATE) is to make technology accessible and the world accessible through technology. By bringing together researchers from across the campus, CREATE harnesses the diverse expertise necessary to realize a more just and equitable technological future, one that overcomes existing barriers and ensures new ones do not arise.
Highlights
Allen School News
For her groundbreaking research on explainable AI for biology and medicine, Lee, who directs the UW’s AI for bioMedical Sciences Lab, was named a Fellow of the International Society for Computational Biology (ISCB).
Oregon Public Broadcasting
The lived experiences of people with disabilities are often ignored in the development of new technologies, but that’s not the case with the Allen School’s ADA project. Community researcher Jonathan Ko joined recent Ph.D. alum Amal Nanavati to discuss their collaboration.
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.