HAI Weekly Seminars

The world we live in is inherently compositional: just like a sentence is built upon phrases and words, a visual scene comprises a collection of interacting objects and entities, which in turn are...

We have seen great advances in Artificial Intelligence in recent years. To me as an AI practitioner and educator, this raises two questions: First, what do learners need to know about AI (and machine...

Artificial intelligence (AI) has enormous potential for both positive and negative impact, especially as we move from current-day systems towards more capable systems in the future. However, as a...

Using the same machine learning model for high-stakes decisions in many settings amplifies the strengths, weaknesses, biases, and idiosyncrasies of the original model. When the same person re...

More than 65 years after the "Brown v. Board of Education" ruling that school segregation is unconstitutional, public schools across the U.S. are resegregating. In attempts to disentangle school...

Learning contact-rich, robotic manipulation skills is a challenging problem due to the high-dimensionality of the state and action space as well as uncertainty from noisy sensors and inaccurate motor...