Adapting interaction environments to diverse users through online action set selection

Abstract: Interactive interfaces are a common feature of many systems ranging from field robotics to video games. In most applications, these interfaces must be used by a heterogeneous set of users, with substantial variety in effectiveness with the same interface Continue reading

Giving advice to agents with hidden goals

Abstract: This paper considers the problem of providing advice to an autonomous agent when neither the behavioural policy nor the goals of that agent are known to the advisor. We present an approach based on building a model of “commonsense” Continue reading