Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
theano
cartpole
mpc
control-systems
trajectory-optimization
optimal-control
ddp
dynamics-models
auto-differentiation
pendulum
trajectory-tracking
differential-dynamic-programming
model-predictive-control
non-linear-optimization
model-predictive-controller
ilqg
ilqr
mpc-control
-
Updated
May 5, 2019 - Python
Shown here is a screenshot of two orthogonal slope fields y' = sin(x) + sin(y), y' = -1/(sin(x)+sin(y)), and their respective solutions sets in red. As highlighted by orange circles, the solution of the differential equation y' = -1/(sin(x)+sin(y)) displays continuity where th