Neil C. Rabinowitz

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Neural dynamics and brain function, Explainable Artificial Intelligence (XAI), Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification

Most-Cited Works

• → Overcoming catastrophic forgetting in neural networks(2017)6,816 cited
• → Progressive Neural Networks(2016)1,136 cited
• → Vector-based navigation using grid-like representations in artificial agents(2018)717 cited
• → Human-level performance in 3D multiplayer games with population-based reinforcement learning(2019)669 cited
• → Neural scene representation and rendering(2018)532 cited
• → Contrast Gain Control in Auditory Cortex(2011)287 cited
• → Attention stabilizes the shared gain of V4 populations(2015)210 cited
• → On the importance of single directions for generalization(2018)195 cited
• → Constructing Noise-Invariant Representations of Sound in the Auditory Pathway(2013)166 cited
• The predictron: end-to-end learning and planning(2017)