2022
Soil-Adaptive Excavation Using Reinforcement Learning
RA-L 2022
In this letter, we present an excavation controller for a full-sized hydraulic excavator that can adapt online to different soil characteristics. Soil properties are hard to predict and can vary even within one scoop, which requires a controller that can adapt online to the encountered soil conditio