Improving the Generalization of Visual Navigation Policies using Invariance Regularization

no code implementations • ICLR 2020 • Michel Aractingi, Christopher Dance, Julien Perez, Tomi Silander

The results of this method, called invariance regularization, show an improvement in the generalization of policies to environments not seen during training.

Reinforcement Learning (RL) Visual Navigation