متابعة
Denis Yarats
Denis Yarats
Cofounder and CTO, Perplexity AI
بريد إلكتروني تم التحقق منه على perplexity.ai - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Convolutional sequence to sequence learning‏
J Gehring, M Auli, D Grangier, D Yarats, YN Dauphin‏
ICML 2017, 2017‏
44332017
Image augmentation is all you need: Regularizing deep reinforcement learning from pixels‏
D Yarats, I Kostrikov, R Fergus‏
ICLR 2021, 2020‏
894*2020
Deal or no deal? end-to-end learning for negotiation dialogues‏
M Lewis, D Yarats, YN Dauphin, D Parikh, D Batra‏
EMNLP 2017, 2017‏
5212017
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
4762019
Mastering visual continuous control: Improved data-augmented reinforcement learning‏
D Yarats, R Fergus, A Lazaric, L Pinto‏
ICLR 2022, 2021‏
3562021
Reinforcement learning with prototypical representations‏
D Yarats, R Fergus, A Lazaric, L Pinto‏
ICML 2021, 2021‏
2542021
Automatic data augmentation for generalization in deep reinforcement learning‏
R Raileanu, M Goldstein, D Yarats, I Kostrikov, R Fergus‏
NeurIPS 2021, 2020‏
242*2020
Generalized inner loop meta-learning‏
E Grefenstette, B Amos, D Yarats, PM Htut, A Molchanov, F Meier, D Kiela, ...‏
arXiv 2019, 2019‏
1882019
Quasi-hyperbolic momentum and adam for deep learning‏
J Ma, D Yarats‏
ICLR 2019, 2018‏
1812018
URLB: Unsupervised Reinforcement Learning Benchmark‏
M Laskin, D Yarats, H Liu, K Lee, A Zhan, K Lu, C Cang, L Pinto, P Abbeel‏
NeurIPS 2021, 2021‏
1692021
Don't change the algorithm, change the data: Exploratory data for offline reinforcement learning‏
D Yarats, D Brandfonbrener, H Liu, M Laskin, P Abbeel, A Lazaric, L Pinto‏
arXiv preprint arXiv:2201.13425, 2022‏
1052022
On the adequacy of untuned warmup for adaptive optimization‏
J Ma, D Yarats‏
AAAI 2021, 2019‏
862019
On the model-based stochastic value gradient for continuous reinforcement learning‏
B Amos, S Stanton, D Yarats, AG Wilson‏
L4DC 2021, 2020‏
742020
Cic: Contrastive intrinsic control for unsupervised skill discovery‏
M Laskin, H Liu, XB Peng, D Yarats, A Rajeswaran, P Abbeel‏
arXiv preprint arXiv:2202.00161, 2022‏
692022
The differentiable cross-entropy method‏
B Amos, D Yarats‏
ICML 2020, 2020‏
692020
Hierarchical text generation and planning for strategic dialogue‏
D Yarats, M Lewis‏
ICML 2018, 2018‏
692018
Watch and match: Supercharging imitation with regularized optimal transport‏
S Haldar, V Mathur, D Yarats, L Pinto‏
Conference on Robot Learning, 32-43, 2023‏
682023
Hierarchical decision making by generating and following natural language instructions‏
H Hu, D Yarats, Q Gong, Y Tian, M Lewis‏
NeurIPS 2019, 2019‏
672019
Soft actor-critic (sac) implementation in pytorch‏
D Yarats, I Kostrikov‏
https://github.com/denisyarats/pytorch_sac, 2020‏
602020
Unsupervised reinforcement learning with contrastive intrinsic control‏
M Laskin, H Liu, XB Peng, D Yarats, A Rajeswaran, P Abbeel‏
Advances in Neural Information Processing Systems 35, 34478-34491, 2022‏
372022
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مقالات 1–20