Toward Efficient Gradient-Based Value Estimation. - Arsalan Sharifnassab; Richard S. Sutton (ICML, 2023)

SwiftTD: A Fast and Robust Algorithm for Temporal Difference Learning. - Khurram Javed; Arsalan Sharifnassab; Richard S. Sutton (RLJ, 2024)

Step-size Optimization for Continual Learning. - Thomas Degris; Khurram Javed; Arsalan Sharifnassab; Yuxin Liu; Richard S. Sutton (CoRR, 2024)

MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters. - Arsalan Sharifnassab; Saber Salehkaleybar; Richard S. Sutton (CoRR, 2024)

Soft Preference Optimization: Aligning Language Models to Expert Distributions. - Arsalan Sharifnassab; Sina Ghiassian; Saber Salehkaleybar; Surya Kanoria; Dale Schuurmans (CoRR, 2024)