Title: Safer Decisions Against A Dynamic Opponent
Author: Wojciech Jamroga, Parlevink Group, University of Twente; Institute of Mathematics, University of Gdansk

A hierarchy of beliefs for an agent has been proposed in (Jamroga 2002). The aim of this paper is to investigate the performance of such 'multi-model' agents with some experiments in the simplest possible case. The experiments consist of the agent's interactions with some simulated agents, acting as customers of an imaginary Internet banking service.

Keywords: autonomous agents, user modeling, machine learning, decision making, beliefs.

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