Some of the techniques that we are currently researching consider:
Presented in a weekly meeting at the AI Lab's cognitive robotics group, we review the paper "Where are the keys? Learning object-centric navigation policies on semantic maps with graph convolutional networks" by Niko Sunderhauf.
Slides can be found here.
Presented in a weekly meeting at the AI Lab's cognitive robotics group, we review Preferred Networks' work, "Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions".
Slides can be found here.
Presented in a weekly meeting at the AI Lab's cognitive robotics group, we review our very own Gabriel Sepúlveda's work, "A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation".
Slides can be found here.