Evolving and Merging Hebbian Learning Rules: Increasing Generalization by Decreasing the Number of Rules

Joachim Winther Pedersen, Sebastian Risi

Generalization to out-of-distribution (OOD) circumstances after training remains a challenge for artificial agents. To improve the robustness displayed by plastic Hebbian neural ne…