Thai Huy Nguyen

Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning

2023

Evolutionary Reinforcement Learning (ERL) combines the sample-efficiency property of Reinforcement Learning and exploration capabilities from the population-based search of Evolutionary Computation. These methods have shown promising performance on many continuous control tasks. However, one could …