People

Brandon Amos

Research Scientist

I am a Research Scientist at Facebook AI (FAIR) and study machine learning and optimization. I completed a PhD with Prof. Zico Kolter at CMU on optimization-based modeling components for learning and control.

Interests

Machine learning, optimization, control, reinforcement learning, meta-learning, structured prediction, and energy-based modeling

Latest Publications

The Differentiable Cross-Entropy Method

Brandon Amos, Denis Yarats

ICML - July 12, 2020

Objective Mismatch in Model-based Reinforcement Learning

Nathan Lambert, Brandon Amos, Omry Yadan, Roberto Calandra

Learning for Dynamics & Control (L4DC) - June 10, 2020

Differentiable Convex Optimization Layers

Akshay Agrawal, Brandon Amos, Shane Barratt, Stephen Boyd, Steven Diamond, J. Zico Kolter

NeurIPS - December 8, 2019