In this work, we develop new benchmarks and approaches for a computational system capable of human-like life-long learning. First, we discuss biologically-plausible benchmarks, and we present a novel benchmark which is designed to develop a life-long learning capabilities in the system. Second, we discuss guidelines for a learning system which…