Learning to Navigate from Scratch using World Models and Curiosity: the Good, the Bad, and the Ugly

Daria de Tinguy, Sven Remmery, Pietro Mazzaglia +2

Learning to navigate unknown environments from scratch is a challenging problem. This work presents a system that integrates world models with curiosity-driven exploration for auto…