Towards Understanding the Link Between Modularity and Performance in Neural Networks for Reinforcement Learning

Humphrey Munn, Marcus Gallagher

Modularity has been widely studied as a mechanism to improve the capabilities of neural networks through various techniques such as hand-crafted modular architectures and automatic…