Our recent work "Online Interest-Based Exploration" by R. Rayyes and J. Steil has been accepted to NeurIPS 2019: WiML workshop which will be hold in Vancouver, Canada. The work presents new breakthrough about online curiosity updated on the fly for efficient exploration and speeding up the learning process, where the robot is driven by its intrinsic motivation and acquired knowledge.