Denis Yarats

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Topic Modeling, Natural Language Processing Techniques, Advanced Neural Network Applications

Most-Cited Works

• → Convolutional Sequence to Sequence Learning(2017)1,901 cited
• → Image Augmentation Is All You Need: Regularizing Deep Reinforcement\n Learning from Pixels(2020)171 cited
• → Improving Sample Efficiency in Model-Free Reinforcement Learning from Images(2021)121 cited
• → Generalized Inner Loop Meta-Learning(2019)88 cited
• Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels(2021)
• → Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning(2021)67 cited
• → Automatic Data Augmentation for Generalization in Deep Reinforcement Learning(2020)52 cited
• → Deal or No Deal? End-to-End Learning of Negotiation Dialogues(2017)51 cited