Amber Li

Hi! I am a second year Ph.D. student in the Robotics Institute at Carnegie Mellon University. I am fortunate to be advised by Professors David Held and Maxim Likhachev. Previously I received my B.S. and M.Eng. in computer science from MIT, where I was a part of the Learning and Intelligent Systems Group and worked with Tom Silver, advised by Leslie Kaelbling. I have also spent some time as a software engineer at Two Sigma. In my free time, I enjoy running, reading, and playing the violin.

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profile photo

Research

I'm broadly interested in creating intelligent embodied agents that can learn and act in dynamic environments over long time horizons.

Planning from Point Clouds over Continuous Actions for Multi-object Rearrangement
Kallol Saha*, Amber Li*, Ángela Rodriguez-Izquierdo*, Lifan Yu, Ben Eisner, Maxim Likhachev, David Held
Conference on Robot Learning (CoRL) 2025 (Oral presentation, Top 5.7%)
project page | arXiv (coming soon)

Embodied Active Learning of Relational State Abstractions for Bilevel Planning
Amber Li*, Tom Silver
Conference on Lifelong Learning Agents (CoLLAs) 2023 (Oral presentation, Top 12)
presentation | arXiv | code


Thanks to Jon Barron for the website template: original source code.