Model-based Reinforcement Learning with Parametrized Physical Models and Optimism-Driven Exploration

Christopher Xie, Sachin Patil, Teodor Moldovan +2

In this paper, we present a robotic model-based reinforcement learning method that combines ideas from model identification and model predictive control. We use a feature-based rep…