Clare Lyle

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Evolutionary Algorithms and Applications, Anomaly Detection Techniques and Applications

Most-Cited Works

• → The malicious use of artificial intelligence: Forecasting, prevention, and mitigation(2018)525 cited
• → Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning(2021)43 cited
• → A Comparative Analysis of Expected and Distributional Reinforcement Learning(2019)40 cited
• → Invariant Causal Prediction for Block MDPs(2020)37 cited
• A Geometric Perspective on Optimal Representations for Reinforcement Learning(2019)
• → On the Benefits of Invariance in Neural Networks(2020)17 cited