Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft

Christian Scheller, Yanick Schraner, Manfred Vogel

Sample inefficiency of deep reinforcement learning methods is a major obstacle for their use in real-world applications. In this work, we show how human demonstrations can improve…