Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Mark Gromowski"'
Publikováno v:
Advances in Data Analysis and Classification. 14:821-835
With the increasing prevalence of Machine Learning in everyday life, a growing number of people will be provided with Machine-Learned assessments on a regular basis. We believe that human users interacting with systems based on Machine-Learned classi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::49fb9235f5ffb92b4501a817bf726e4d
https://doi.org/10.1007/s11634-020-00422-7
https://doi.org/10.1007/s11634-020-00422-7
Given the recent successes of Deep Learning in AI there has been increased interest in the role and need for explanations in machine learned theories. A distinct notion in this context is that of Michie's definition of Ultra-Strong Machine Learning (
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d014b72e055038cf058eb0a35f41668b
http://arxiv.org/abs/2009.06410
http://arxiv.org/abs/2009.06410
Publikováno v:
Synthesis Lectures on Artificial Intelligence & Machine Learning; 2024, pvii-108, 114p
Publikováno v:
Machine Learning; Apr2021, Vol. 110 Issue 4, p695-721, 27p
Publikováno v:
Advances in Data Analysis & Classification; 2020, Vol. 14 Issue 4, p821-835, 15p
This book surveys the state of the art in explainable and interpretable reinforcement learning (RL) as relevant for robotics. While RL in general has grown in popularity and been applied to increasingly complex problems, several challenges have imped
This book constitutes the refereed proceedings of the 31st International Conference on Inductive Logic Programming, ILP 2022, held during September 28-30, 2022.The 11 regular papers presented in this book were carefully reviewed and selected from 26