My research topic is how to control robots with reinforcement learning in simulation environment. I exploit reinforcement learning methods to control robotic arm in Kuka simulation environmen. And I participate in CrowdAI NIPS 2018: AI for Prosthetics Challenge, developing a controller to enable a physiologically-based human model with a prosthetic leg to walk and run with reinforcement learning musculoskeletal model.