Abstract:Human decision making is well known to be imperfect and the ability to analyse such processes individually is crucial when attempting to aid or improve a decisionmaker's ability to perform a task, e.g. to alert them to potential biases or oversights on their part. To do so, it is necessary to develop interpretable representations of how agents make decisions and how this process changes over time as the agent learns online in reaction to the accrued experience. To then understand the decisionmaking processes u… Show more
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