Leveraging weights signals -- Predicting and improving generalizability in reinforcement learning

Olivier Moulin, Vincent Francois-lavet, Paul Elbers +1

Generalizability of Reinforcement Learning (RL) agents (ability to perform on environments different from the ones they have been trained on) is a key problem as agents have the te…