Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking. - Eshwar S. R; Shishir Kolathaya; Gugan Thoppe (VALUETOOLS, 2023)

Reliable Critics: Monotonic Improvement and Convergence Guarantees for Reinforcement Learning. - Eshwar S. R; Gugan Thoppe; Aditya Gopalan; Gal Dalal (CoRR, 2025)