(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions

arXiv:2311.17165v2 Announce Type: replace-cross
Abstract: The concept of rationality is central to the field of artificial intelligence. Whether we are seeking to simulate human reasoning, or the goal is to achieve bounded optimality, we generally seek to make artificial agents as rational as possible. Despite the centrality of the concept within AI, there is no unified definition of what constitutes a rational agent. This article provides a survey of rationality and irrationality in artificial intelligence, and sets out the open …

abstract agents art artificial artificial intelligence arxiv challenges concept cs.ai cs.cy cs.hc cs.lg cs.ma human intelligence questions reasoning research state state of the art type