Measuring Learning Progress via Gradient-Momentum Coupling

Samuel Blad, Martin Längkvist, Amy Loutfi

Measuring learning progress is essential for curiosity-driven exploration in reinforcement learning, but widely used signals such as prediction error often fail to distinguish mean…