Talks

2019

Talk based on paper with co-authors: Joshua Romoff, Ahmed Touati, Emma Brunskill, Joelle Pineau, and Yann Ollivier. In many finite …

Topics to be explored in this panel session include: Which industries are being transformed by DeepRL right now?; Which industries are …

2018

Talk based on paper with co-authors: Emma Brunskill. The current flood of information in all areas of machine learning research, from …

Benchmarks are particularly useful for characterizing algorithms and determining their usefulness in different settings. Here I …

In recent years, significant progress has been made in solving challenging problems using deep learning. Reproducing existing work and …

Talk based on work with co-authors: Koustuv Sinha, Nicolas Angelard-Gontier, Nan Rosemary Ke, Genevieve Fried, Ryan Lowe, Joelle …

2017

Talk based on work with co-authors: Riashat Islam, Maziar Gomrokchi and Doina Precup. A brief discussion on some difficulties that …

A practical tutorial session on implementing and running policy gradient methods for continuous control tasks.