Ilya Kostrikov

Improving Sample Efficiency in Model-Free Reinforcement Learning from Images

Denis Yarats, Amy Zhang, Ilya Kostrikov et al. · 2021 · 201 citations

Computing, Computer Science, Computer Vision +16

An Efficient Convolutional Network for Human Pose Estimation

Umer Rafi, Bastian Leibe, Jüergen Gall et al. · 2016 · 149 citations

Computing, Computer Science, Computer Vision +13

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

Computing, Autonomous Systems, Computer Science +17

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

Computing, Computer Science, Artificial Intelligence +11

Offline Reinforcement Learning with Implicit Q-Learning

Ilya Kostrikov, Ashvin Nair, Sergey Levine · arXiv (Cornell University) · 2021 · 130 citations · Full text

Computing, Computer Science, Artificial Intelligence +12