IFML Seminar
IFML Seminar: 10/03/25 - Successor Measures and Self-supervised Reinforcement Learning
Abstract: We introduce a method for learning behavioral foundation models using the successor measure. We show that any visitation distribution can be represented using an affine combination of policy-independent basis functions. By learning these...
Upcoming Events
- October312:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: We introduce a method for learning behavioral foundation models using the successor measure. We show that any visitation distribution...
- October1012:15 - 1:15pm
IFML Seminar
Event DetailsABSTRACT: What would it mean for AI to understand skilled human activity? In augmented reality (AR), a person wearing smart...
- October2412:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: Learning from sequential, temporally-correlated data is a core facet of modern machine learning and statistical modeling. Yet our fundamental...
Past Events
- August302 - 3 pm
Foundational Research Seminar
Event DetailsThe talk will cover two complexity-theoretic results from optimization. We will review work on an accelerated algorithm (à la Nesterov)...
- August23throughAugust31
- July810 - 11 am
ML+ X Seminar
Event DetailsHow can we design AI to benefit society? In this talk, I will discuss the stakes involved in ensuring that...
- June2810 - 11 am
ML+ X Seminar
Event DetailsComputers that can understand and communicate in human language is a foundational goal of AI and has many applications that...
- June1410 - 11 am
ML+ X Seminar
Event DetailsArtificial Intelligence and Machine Learning have grown in popularity recently, fueled by recent successes in several domains, including image recognition…
