Institute for Assured Autonomy and Department of Computer Science: Leilani Gilpin

Description

Leilani Gilpin, a research scientist at Sony AI and a collaborating researcher at the MIT Computer Science & Artificial Intelligence Laboratory, will give a talk entitled "Anomaly Detection through Explanations" for the Institute for Assured Autonomy and Department of Computer Science.

Read the abstract online.

Please attend the event by using the Zoom link (password: 467261).

Bio:

Leilani H. Gilpin is a research scientist at Sony AI and a collaborating researcher at MIT CSAIL. Her research focuses on enabling opaque autonomous systems to explain themselves for robust decision-making, system debugging, and accountability. Her current work integrates explainability into reinforcement learning. She has a PhD in Computer Science from MIT, an M.S. in Computational and Mathematical Engineering from Stanford University, and a B.S. in Mathematics (with honors), B.S. in Computer Science (with highest honors), and a music minor from UC San Diego. She is currently co-organizing the AAAI Fall Symposium on Anticipatory Thinking, where she is the lead of the autonomous vehicle challenge problem. Outside of research, Leilani enjoys swimming, cooking, rowing, and org-mode.