NVIDIA Corporation
ROBOTIC CONTROL USING DEEP LEARNING

Abstract:

Apparatuses, systems, and techniques to facilitate robotic execution using neural networks to perform complex, multi-step tasks in situations for which a robot has not been trained. In at least one embodiment, a hierarchical model is trained to infer a logical state from a world state and determine executable actions for a robot based on that logical state.