CIS
Calendar of Events
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ASSET Seminar: “Efficient and Targeted COVID-19 Border Testing Via Reinforcement Learning” (Hamsa Bastani, Penn)
ASSET Seminar: “Efficient and Targeted COVID-19 Border Testing Via Reinforcement Learning” (Hamsa Bastani, Penn)
ABSTRACT: Throughout the COVID-19 pandemic, countries relied on a variety of ad-hoc border control protocols to allow for non-essential travel while safeguarding public health: from quarantining all travellers to restricting entry from select nations based on population-level epidemiological metrics such as cases, deaths or testing positivity rates. Here we report the design and performance of […]
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ASSET Seminar: “The Road to Explainable AI v2.0” (Eric Wong, Penn)
ASSET Seminar: “The Road to Explainable AI v2.0” (Eric Wong, Penn)
ABSTRACT: "A.I. has an explainability crisis"---Fortune Magazine. If you ask an ML researcher about explainability, you'll find that there are a large number of interpretability methods with no clear consensus on what to use. In fact, it isn't clear what many of these explanations even mean, let alone how they can be used. I will […]
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ASSET Seminar: “Safety through Agility – Safe and Performant Control for Learning-Enabled Autonomous Systems” (Mangharam, Penn)
ASSET Seminar: “Safety through Agility – Safe and Performant Control for Learning-Enabled Autonomous Systems” (Mangharam, Penn)
ABSTRACT: We present three approaches to combine formal methods, control theory, and machine learning for safe and performant autonomous systems. Safe control for learning-enabled systems: We present our recent progress on how to learn safe adaptive behavior for highly interactive multi-agent systems. We will introduce how to quantify the uncertainty of closed-loop control systems using […]