Jan 31, 2023
Small data sets aggravate the problem indeed. What is interesting is that the estimator is inherently biased; even with abundant training data the overestimation problem will not be fully resolved.
Written by Wouter van Heeswijk, PhD
Assistant professor in Financial Engineering and Operations Research. Writing about reinforcement learning, optimization problems, and data science.