For evaluating explanations in reinforcement learning, this paper recommends measuring observable human behavior, such as predicting the agent's next action or goal, instead of relying only on subjective ratings.
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Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning
For evaluating explanations in reinforcement learning, this paper recommends measuring observable human behavior, such as predicting the agent's next action or goal, instead of relying only on subjective ratings.