Colby R. Banbury

Tiny Robot Learning (tinyRL) for Source Seeking on a Nano Quadcopter

We present fully autonomous source seeking onboard a highly constrained nano quadcopter, by contributing application-specific system and observation feature design to enable inference of a deep-RL policy onboard a nano quadcopter. Our deep-RL algorithm finds a high-performance solution to a challeng…