Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement

J Hernández-Orallo - Artificial Intelligence Review, 2017 - Springer
The evaluation of artificial intelligence systems and components is crucial for the progress of
the discipline. In this paper we describe and critically assess the different ways AI systems …

The assumptions on knowledge and resources in models of rationality

P Wang - International Journal of Machine Consciousness, 2011 - World Scientific
Intelligence can be understood as a form of rationality, in the sense that an intelligent system
does its best when its knowledge and resources are insufficient with respect to the problems …

Reasoning in non-axiomatic logic: a case study in medical diagnosis

P Wang, S Awan - … General Intelligence: 4th International Conference, AGI …, 2011 - Springer
Abstract Non-Axiomatic Logic (NAL) is designed for intelligent reasoning, and can be used
in a system that has insufficient knowledge and resources with respect to the problems to be …

ThCoRe: Things of interest recommendation based on novel things correlations

J An, G Li, W Jiang - Information Sciences, 2022 - Elsevier
Despite that the emerging internet of things (IoT) increases the chance for users to interact
with things, generating massive context data, the ground-truth user-thing interaction data is …

Artificial Open World for Evaluating AGI: A Conceptual Design

B Xu, Q Ren - International Conference on Artificial General …, 2022 - Springer
Abstract How to evaluate Artificial General Intelligence (AGI) is a critical problem that is
discussed and unsolved for a long period. In the research of narrow AI, this seems not a …

Market prediction as a task for AGI agents

JT Oswald - International Conference on Artificial General …, 2022 - Springer
We argue that market prediction is a worthwhile incremental challenge for AGI due to its dual
logical and statistical nature. We formally define a modified version of a market prediction …

Towards a universal test of social intelligence

J Insa Cabrera - 2016 - riunet.upv.es
[EN] Under the view of artificial intelligence, an intelligent agent is an autonomous entity
which interacts in an environment through observations and actions, trying to achieve one or …

[PDF][PDF] The Comparison and Measurement of Artificial Intelligence

P Wang - 2022 - cis.temple.edu
According to most theories and people's intuition, it makes sense to say that one person or
system is “more intelligent” than another one. According to some opinions, it even makes …

知能の汎用性評価のためのプログラム長の検討: Java ソートプログラムを例に

坂井美帆, 荒川直哉, 山川宏 - 人工知能学会第二種研究会資料, 2016 - jstage.jst.go.jp
抄録 Artificial general intelligence (AGI) is able to acquire knowledge through interaction
with the environment. It is expected to have the ability to respond appropriately to situations …