Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation

Jing Yuan Luo, Yunlong Song, Victor Klemm +3

First-order Policy Gradient (FoPG) algorithms such as Backpropagation through Time and Analytical Policy Gradients leverage local simulation physics to accelerate policy search, si…