Denis Yarats

New York City, United States

Denis's broad research interests include reinforcement learning, optimal control, and robotics. His specific focus is on representation learning within RL that can enable sample-efficient algorithms with applications in robotics.

Denis's Publications

May 04, 2019

RESEARCH

COMPUTER VISION

Quasi-Hyperbolic Momentum and Adam for Deep Learning

Jerry Ma, Denis Yarats,

May 04, 2019

July 10, 2018

RESEARCH

NLP

Hierarchical Text Generation and Planning for Strategic Dialogue

Denis Yarats, Mike Lewis,

July 10, 2018

August 06, 2017

RESEARCH

SPEECH & AUDIO

Convolutional Sequence to Sequence Learning

Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin,

August 06, 2017