Differentiable Clone-Structured Causal Graphs for End-to-End Cognitive Map Learning from Image Sequences

Arash Nikzad, Sasan Sarbishegi, Ali Dasmeh +8

How can an agent build a structured map of its world from nothing but an ongoing sequence of raw sensory input and its own movements, especially when natural variation means exact…