Joelle Pineau

Montreal, Canada

Joelle is a Co-Managing Director at Facebook AI Research and an Associate Professor at McGill University. Her research focuses primarily on developing new models and algorithms for planning and learning in complex, partially observable domains. Joelle also applies these algorithms to robotics, health care, games, and conversational agents. She serves on the board of the Journal of Artificial Intelligence Research and the Journal of Machine Learning Research. Joelle holds a BASc in Engineering from the University of Waterloo and an MSc and Ph.D. in Robotics from Carnegie Mellon University.

Joelle's Work

Joelle's Publications

November 05, 2019

RESEARCH

ML APPLICATIONS

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

Koustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton

November 05, 2019

June 21, 2019

RESEARCH

ML APPLICATIONS

Randomized Value Functions via Multiplicative Normalizing Flows

Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent

June 21, 2019

June 10, 2019

RESEARCH

Separating Value Functions Across Time-Scales

Joshua Romoff, Peter Henderson, Ahmed Touati, Emma Brunskill, Joelle Pineau, Yann Ollivier

June 10, 2019