Ilya Kostrikov
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Human Pose and Action Recognition, Adaptive Dynamic Programming Control
Most-Cited Works
- → PlaNet - Photo Geolocation with Convolutional Neural Networks(2016)389 cited
- → Image Augmentation Is All You Need: Regularizing Deep Reinforcement\n Learning from Pixels(2020)171 cited
- → An Efficient Convolutional Network for Human Pose Estimation(2016)148 cited
- → Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play(2017)142 cited
- → Offline Reinforcement Learning with Implicit Q-Learning(2021)129 cited
- → Improving Sample Efficiency in Model-Free Reinforcement Learning from Images(2021)121 cited
- → Depth Sweep Regression Forests for Estimating 3D Human Pose from Images(2014)93 cited
- → AlgaeDICE: Policy Gradient from Arbitrary Experience(2019)82 cited