Amy Zhang

Montreal, Canada

Amy is a data scientist at Facebook. She is a final year PhD candidate at McGill University and the Mila Institute, co-supervised by Joelle Pineau and Doina Precup. Amy is currently working on state abstractions and learning representations for generalization in reinforcement learning. She holds a M.Eng. in EECS and dual B.Sci. degrees in Mathematics and EECS from MIT.

Amy's Publications

June 10, 2020

RESEARCH

Plan2vec: Unsupervised Representation Learning by Latent Plans

Ge Yang, Amy Zhang, Ari Morcos, Joelle Pineau, Pieter Abbeel, Roberto Calandra

June 10, 2020

July 09, 2018

RESEARCH

Composable Planning with Attributes

Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar, Rob Fergus, Arthur Szlam

July 09, 2018

July 14, 2020

ML APPLICATIONS

RESEARCH

Invariant Causal Prediction for Block MDPs

Amy Zhang, Clare Lyle, Shagun Sodhani, Angelos Filos, Marta Kwiatkowska, Joelle Pineau, Yarin Gal, Doina Precup

July 14, 2020