Raksha Kumaraswamy

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Neural dynamics and brain function, Domain Adaptation and Few-Shot Learning, Advanced Bandit Algorithms Research

Most-Cited Works

• → Transfer Learning via Relational Type Matching(2015)50 cited
• → The Utility of Sparse Representations for Control in Reinforcement Learning(2019)41 cited
• → Learning Sparse Representations in Reinforcement Learning with Sparse Coding(2017)23 cited
• Anomaly Detection in Text: The Value of Domain Knowledge.(2015)
• → Investigating the properties of neural network representations in reinforcement learning(2024)9 cited
• → Interactive Transfer Learning in Relational Domains(2020)5 cited
• → Learning Through Advice-Seeking via Transfer(2017)3 cited
• → Continual Auxiliary Task Learning(2022)2 cited