Bayesian Optimization Using Domain Knowledge on the ATRIAS Biped

Akshara Rai, Rika Antonova, Seungmoon Song +3

Controllers in robotics often consist of expert-designed heuristics, which can be hard to tune in higher dimensions. It is typical to use simulation to learn these parameters, but…