Manuel Kaspar

Sim2Real Transfer for Reinforcement Learning without Dynamics Randomization

We show how to use the Operational Space Control framework (OSC) under joint and Cartesian constraints for reinforcement learning in Cartesian space. Our method is able to learn fast and with adjustable degrees of freedom, while we are able to transfer policies without additional dynamics randomizat…