I am a PhD candidate at McGill University in the Reasoning and Learning Lab supervised by Joelle Pineau and a researcher at Facebook Artificial Intelligence Research. I hold dual B.S. degrees in EECS and math, and an M.Eng. in EECS from MIT. I previously did research in computer vision, privacy-preserving recommendation, and network coding. I am also a board member of Women in Machine Learning.
I work on state abstractions and deep reinforcement learning, with a focus on model-based methods and generalization.
Amy Zhang, Clare Lyle, Shagun Sodhani, Angelos Filos, Marta Kwiatkowska, Joelle Pineau, Yarin Gal, Doina Precup
ICML - July 14, 2020
Ge Yang, Amy Zhang, Ari Morcos, Joelle Pineau, Pieter Abbeel, Roberto Calandra
Learning for Dynamics & Control (L4DC) - June 10, 2020
Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar, Rob Fergus, Arthur Szlam
ICML 2018 - July 9, 2018
Tobias Tiecke, Xianming Liu, Amy Zhang, Andreas Gros, Nan Li, Gregory Yetman, Talip Kilic, Siobhan Murray
December 15, 2017
Amy Zhang, Xianming Liu, Tobias Tiecke, Andreas Gros
NIPS Workshop - December 6, 2016
Xianming Liu, Amy Zhang, Tobias Tiecke, Andreas Gros, Thomas S. Huang
Arxiv - December 6, 2016