Stereotypical Reasoning: Logical Properties
Daniel Lehmann
Abstract
Stereotypical reasoning assumes that the situation at hand is one of a kind and that it enjoys the properties generally associated with that kind of situation. It is one of the most basic forms of nonmonotonic reasoning. A formal model for stereotypical reasoning is proposed and the logical properties of this form of reasoning are studied. Stereotypical reasoning is shown to be cumulative under weak assumptions.
Create a lesson
Related papers
FDE-Gym: The Last Mile of AI Delivery
Dongxu Yang, Hongda Yan, Renxin Wang et al.
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
Shangheng Du, Jinxin Shi, Shuaiyu Zhang et al.
Evaluation Awareness Beyond English: Do LLMs Act Differently When Tested in Indic Languages?
Trizal Garg, Sibayan Mitra, Arya Karanjkar et al.
KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents
Siqi Chen, Zhengxi Lu, Yuchen Yan et al.
Designing Transformers for Continuous Diffusion Language Models
Weijian Luo, Yujian Chen, Hao Jiang et al.
A team of Gemini 4 Argon agents beats Minecraft
Maxence Faldor, Satinder Singh, Roberta Raileanu