Shripad Deshmukh

Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution

As deep reinforcement learning (RL) is applied to more tasks, there is a need to visualize and understand the behavior of learned agents. Saliency maps explain agent behavior by highlighting the features of the input state that are most relevant for the agent in taking an action. Existing perturbati…