Episodic looking - using reinforcement learning to bias perception enhances few-shot and continual learning with protection from forgetting.

arXiv:2610.38577v1 Announce Type: cross Abstract: There is a fundamental contradiction between the desire for models that can generalize, and models that can continuously adapt to recent input with changing statistics. These conditions, captured in few-shot an