Abstract: In this paper, a single rotary inverted pendulum system is set up by using rotary encoder, servo motor and some mechanical structures. Lagrange equation is used to build up the mathematic ...

Abstract: Inverted pendulum systems are excellent test beds for control theory. An identification method for an inverted pendulum based on simulation models is considered. This method is able to ...

For getting started check out the scripts in the examples/ideal folder which simulate and control the double pendulum, acrobot and pendubot under ideal conditions. If you want to assemble your own ...

Environments: You can find the implementation of the physical environments used to get the ground truth data. Networks: Contains the definitions of the main ANNs used: Encoder, Transformer, ...

EM-based policy search methods estimate a lower bound of the expected return from the histories of episodes and iteratively update the policy parameters using the maximum of a lower bound of expected ...

The spring loaded inverted pendulum is used to model human running. It is based on a characteristic feature of human running, in which the linear-spring-like motion of the standing leg is produced by ...