Denis Yarats
Denis Yarats
New York University, Facebook AI Research
Verified email at cs.nyu.edu - Homepage
Title
Cited by
Cited by
Year
Convolutional sequence to sequence learning
J Gehring, M Auli, D Grangier, D Yarats, YN Dauphin
ICML 2017, 2017
21262017
Deal or no deal? end-to-end learning for negotiation dialogues
M Lewis, D Yarats, YN Dauphin, D Parikh, D Batra
EMNLP 2017, 2017
2162017
Image augmentation is all you need: Regularizing deep reinforcement learning from pixels
D Yarats, I Kostrikov, R Fergus
ICLR 2021, 2020
56*2020
Quasi-hyperbolic momentum and adam for deep learning
J Ma, D Yarats
ICLR 2019, 2018
462018
Improving sample efficiency in model-free reinforcement learning from images
D Yarats, A Zhang, I Kostrikov, B Amos, J Pineau, R Fergus
AAAI 2021, 2019
422019
Generalized inner loop meta-learning
E Grefenstette, B Amos, D Yarats, PM Htut, A Molchanov, F Meier, D Kiela, ...
arXiv 2019, 2019
382019
Hierarchical text generation and planning for strategic dialogue
D Yarats, M Lewis
ICML 2018, 2018
272018
Hierarchical decision making by generating and following natural language instructions
H Hu, D Yarats, Q Gong, Y Tian, M Lewis
NeurIPS 2019, 2019
182019
The differentiable cross-entropy method
B Amos, D Yarats
ICML 2020, 2020
132020
Automatic data augmentation for generalization in deep reinforcement learning
R Raileanu, M Goldstein, D Yarats, I Kostrikov, R Fergus
arXiv preprint arXiv:2006.12862, 2020
102020
On the adequacy of untuned warmup for adaptive optimization
J Ma, D Yarats
AAAI 2021, 2019
102019
Soft actor-critic (sac) implementation in pytorch
D Yarats, I Kostrikov
https://github.com/denisyarats/pytorch_sac, 2020
72020
On the model-based stochastic value gradient for continuous reinforcement learning
B Amos, S Stanton, D Yarats, AG Wilson
L4DC 2021, 2020
22020
Learning Navigation Skills for Legged Robots with Learned Robot Embeddings
J Truong, D Yarats, T Li, F Meier, S Chernova, D Batra, A Rai
arXiv preprint arXiv:2011.12255, 2020
12020
Reinforcement Learning with Prototypical Representations
D Yarats, R Fergus, A Lazaric, L Pinto
arXiv preprint arXiv:2102.11271, 2021
2021
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Articles 1–15