An Investigation of the Bias-Variance Tradeoff in Meta-Gradients

Risto Vuorio, Jacob Beck, Shimon Whiteson +2

Meta-gradients provide a general approach for optimizing the meta-parameters of reinforcement learning (RL) algorithms. Estimation of meta-gradients is central to the performance o…