Visualizing and Understanding Atari Agents

Samuel Greydanus, Anurag Koul, Jonathan Dodge, Alan Fern

Abstract: While deep reinforcement learning (deep RL) agents are effective at maximizing rewards, it is often unclear what strategies they use to do so. In this paper, we take a step toward explaining deep R...