Learning Robust and Adaptive Real-World Continuous Control Using Simulation and Transfer Learning

M Ferguson, K. H. Law

We use model-free reinforcement learning, extensive simulation, and transfer learning to develop a continuous control algorithm that has good zero-shot performance in a real physic…