This paper proposes a research direction to advance AI which draws inspiration from cognitive theories of human decision making. The premise is that if we gain insights about the causes some capabilities are still lacking in (for instance, adaptability, generalizability, common sense, and causal reasoning), may obtain similar an system by embedding these components. We hope high-level descripti...

Slow-fast dynamical systems, i.e., singularly or non-singularly perturbed systems possess slow invariant manifolds on which trajectories evolve slowly. Since the last century various methods have been developed for approximating their equations. This paper aims, one hand, to propose a classification of most important them into two great categories: singular perturbation-based and curvature-base...