Neuro Symbolic Applications

Although these days neural networks and deep learning get equated with AI, there are many systems that combine neural reasoning and learning with symbolic reasoning and learning modules. In the previous chapters, we discussed some of these approaches with more focus on formalisms. In this chapter we point to some of the notable applications, elaborate on some of the applications in visual question answering, and natural language processing domains, and touch upon neurosymbolic reinforcement learning.