Sarah Rathnam

According to our database, Sarah Rathnam authored at least 3 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning.

Sarah Rathnam, Sonali Parbhoo, Siddharth Swaroop, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez

J. Mach. Learn. Res., 2024

2023

The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning.

Sarah Rathnam, Sonali Parbhoo, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez

Proceedings of the International Conference on Machine Learning, 2023

2021

Comparison and Unification of Three Regularization Methods in Batch Reinforcement Learning.

Sarah Rathnam, Susan A. Murphy, Finale Doshi-Velez

CoRR, 2021