Talks

2019

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

2018

The current flood of information in all areas of machine learning research, from computer vision to reinforcement learning, has made it …

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 …

The use of dialogue systems as a medium for human-machine interaction is an increasingly prevalent paradigm. A growing number of …

2017

A brief discussion on some difficulties that students may encounter in reproducing modern policy gradient methods in continuous …

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