Ilya Kostrikov

An Efficient Convolutional Network for Human Pose Estimation

Umer Rafi, Bastian Leibe, Jüergen Gall et al. · 2016 · 148 citations

Convolutional Neural Network, Machine Vision, Image Analysis +6

Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play

Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov et al. · arXiv (Cornell University) · 2017 · 142 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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

Ilya Kostrikov, Denis Yarats, Rob Fergus · arXiv (Cornell University) · 2020 · 135 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Offline Reinforcement Learning with Implicit Q-Learning

Ilya Kostrikov, Ashvin Nair, Sergey Levine · arXiv (Cornell University) · 2021 · 129 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Improving Sample Efficiency in Model-Free Reinforcement Learning from Images

Denis Yarats, Amy Zhang, Ilya Kostrikov et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 121 citations · Full text

Artificial Intelligence, Image Reconstruction, Engineering +17