Andrei A. Rusu

Publications by Year

Research Areas

Domain Adaptation and Few-Shot Learning, Human Pose and Action Recognition, Reinforcement Learning in Robotics, Neural Networks and Applications, Advanced Vision and Imaging

Most-Cited Works

• → Human-level control through deep reinforcement learning(2015)29,160 cited
• → Overcoming catastrophic forgetting in neural networks(2017)6,816 cited
• → Progressive Neural Networks(2016)1,136 cited
• → PathNet: Evolution Channels Gradient Descent in Super Neural Networks(2017)643 cited
• → Neural scene representation and rendering(2018)532 cited
• → Embracing Change: Continual Learning in Deep Neural Networks(2020)435 cited
• → Imagine All the People: How the Brain Creates and Uses Personality Models to Predict Behavior(2013)260 cited
• → Reinforcement and Imitation Learning for Diverse Visuomotor Skills(2018)215 cited
• → Meta-Learning with Latent Embedding Optimization(2018)210 cited
• → DARLA: Improving Zero-Shot Transfer in Reinforcement Learning(2017)139 cited