Denis Yarats
15 papers · 2017–2022 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(32)
π
Triple Crown
π
Grand Slam
π§¬
Topic Evolution
β
The Questioner
π
Century Club
(15)
ποΈ
Keyword Collector
(69)
β‘
Prolific Year
(6)
π₯
Unstoppable
(6)
Conferences
ICML (4)
ICLR (3)
NIPS (3)
AAAI (2)
CORL (1)
EMNLP (1)
L4DC (1)
Top co-authors
Research topics
Keywords
continuous control
(3)
reinforcement learning
(3)
dialogue system
(2)
representation learning
(2)
latent representation
(2)
domain generalization
(1)
machine translation
(1)
policy optimization
(1)
attention mechanism
(1)
self-supervised learning
(1)
imitation learning
(1)
data augmentation
(1)
dialogue generation
(1)
policy learning
(1)
behavior cloning
(1)
optimal transport
(1)
inverse reinforcement learning
(1)
mutual information
(1)
neural network optimization
(1)
structured prediction
(1)
Papers
Watch and Match: Supercharging Imitation with Regularized Optimal Transport
CORL 2022
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
ICLR 2022
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control
NIPS 2022
On the Model-Based Stochastic Value Gradient for Continuous Reinforcement Learning
L4DC 2021
Automatic Data Augmentation for Generalization in Reinforcement Learning
NIPS 2021
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
ICLR 2021
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images
AAAI 2021
On the Adequacy of Untuned Warmup for Adaptive Optimization
AAAI 2021
Reinforcement Learning with Prototypical Representations
ICML 2021
The Differentiable Cross-Entropy Method
ICML 2020
Quasi-hyperbolic momentum and Adam for deep learning
ICLR 2019
Hierarchical Decision Making by Generating and Following Natural Language Instructions
NIPS 2019
Hierarchical Text Generation and Planning for Strategic Dialogue
ICML 2018
Convolutional Sequence to Sequence Learning
ICML 2017
Deal or No Deal? End-to-End Learning of Negotiation Dialogues
EMNLP 2017