Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning

Andrew Silva, Matthew Gombolay

Deep reinforcement learning has been successful in a variety of tasks, such as game playing and robotic manipulation. However, attempting to learn \textit{tabula rasa} disregards t…