Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Denis Yarats

Reinforcement Learning with Prototypical Representations

Feb 22, 2021
Denis Yarats, Rob Fergus, Alessandro Lazaric, Lerrel Pinto

  Access Paper or Ask Questions

Learning Navigation Skills for Legged Robots with Learned Robot Embeddings

Nov 24, 2020
Joanne Truong, Denis Yarats, Tianyu Li, Franziska Meier, Sonia Chernova, Dhruv Batra, Akshara Rai

  Access Paper or Ask Questions

On the model-based stochastic value gradient for continuous reinforcement learning

Aug 28, 2020
Brandon Amos, Samuel Stanton, Denis Yarats, Andrew Gordon Wilson

  Access Paper or Ask Questions

Automatic Data Augmentation for Generalization in Deep Reinforcement Learning

Jun 23, 2020
Roberta Raileanu, Max Goldstein, Denis Yarats, Ilya Kostrikov, Rob Fergus

  Access Paper or Ask Questions

Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

Apr 28, 2020
Ilya Kostrikov, Denis Yarats, Rob Fergus

  Access Paper or Ask Questions

On the adequacy of untuned warmup for adaptive optimization

Oct 09, 2019
Jerry Ma, Denis Yarats

* Technical report 

  Access Paper or Ask Questions

Generalized Inner Loop Meta-Learning

Oct 07, 2019
Edward Grefenstette, Brandon Amos, Denis Yarats, Phu Mon Htut, Artem Molchanov, Franziska Meier, Douwe Kiela, Kyunghyun Cho, Soumith Chintala

* 17 pages, 3 figures, 1 algorithm 

  Access Paper or Ask Questions

Improving Sample Efficiency in Model-Free Reinforcement Learning from Images

Oct 07, 2019
Denis Yarats, Amy Zhang, Ilya Kostrikov, Brandon Amos, Joelle Pineau, Rob Fergus

  Access Paper or Ask Questions

The Differentiable Cross-Entropy Method

Sep 27, 2019
Brandon Amos, Denis Yarats

  Access Paper or Ask Questions

Hierarchical Decision Making by Generating and Following Natural Language Instructions

Jun 12, 2019
Hengyuan Hu, Denis Yarats, Qucheng Gong, Yuandong Tian, Mike Lewis

  Access Paper or Ask Questions

Quasi-hyperbolic momentum and Adam for deep learning

Oct 16, 2018
Jerry Ma, Denis Yarats

  Access Paper or Ask Questions

Hierarchical Text Generation and Planning for Strategic Dialogue

Jun 04, 2018
Denis Yarats, Mike Lewis

  Access Paper or Ask Questions

Convolutional Sequence to Sequence Learning

Jul 25, 2017
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin

  Access Paper or Ask Questions

Deal or No Deal? End-to-End Learning for Negotiation Dialogues

Jun 16, 2017
Mike Lewis, Denis Yarats, Yann N. Dauphin, Devi Parikh, Dhruv Batra

  Access Paper or Ask Questions