Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking

Eshwar S. R, Shishir Kolathaya, Gugan Thoppe. Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking. In Evangelia Kalyvianaki, Marco Paolieri, editors, Performance Evaluation Methodologies and Tools - 16th EAI International Conference, VALUETOOLS 2023, Crete, Greece, September 6-7, 2023, Proceedings. Volume 539 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pages 33-50, Springer, 2023. [doi]

Abstract

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