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Chelsea Finn

ChelseaFinn_BW

Appointment

  • Fellow
  • Learning in Machines & Brains

Institution

  • Stanford University
Department of Computer Science

Country

  • United States

Education

BS (Electrical Engineering and Computer Science,) MIT
PhD (Computer Science,) UC Berkeley

About

Chelsea Finn researches the capability of robots and other agents to develop broadly intelligent behavior through learning and interaction.

To this end, she has developed deep learning algorithms for concurrently learning visual perception and control in robotic manipulation skills, inverse reinforcement methods for scalable acquisition of nonlinear reward functions, and meta-learning algorithms that can enable fast, few-shot adaptation in both visual perception and deep reinforcement learning.

Throughout her career, she has sought to increase the representation of underrepresented minorities within computer science and artificial intelligence by developing an AI outreach camp at Berkeley for underprivileged high school students, and a mentoring program for underrepresented undergraduates across three universities. She also leads efforts within the WiML and Berkeley WiCSE communities of women researchers.

Awards

ACM Doctoral Dissertation Award

MIT Technology Review 35 under 35 Award

C.V. Ramamoorthy Distinguished Research Award

NSF Graduate Fellowship