Learning equilibrium as a generalization of learning to optimize

被引：1

作者：

Monderer, Dov ^{[1
]}

Tennenholtz, Moshe ^{[1
]}

机构：

[1] Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel

来源：

ARTIFICIAL INTELLIGENCE | 2007年 / 171卷 / 07期

关键词：

learning; machine learning; learning equilibrium;

D O I：

10.1016/j.artint.2007.01.002

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We argue that learning equilibrium is an appropriate generalization to multi-agent systems of the concept of learning to optimize in single-agent setting. We further define and discuss the concept of weak learning equilibrium. (c) 2007 Elsevier B.V. All rights reserved.

引用

页码：448 / 452

页数：5

共 50 条

[41] Rapid generalization in phonotactic learning
Linzen, Tal
Gallagher, Gillian
LABORATORY PHONOLOGY, 2017, 8 (01):
[42] On the Stability and Generalization of Triplet Learning
Chen, Jun
Chen, Hong
Jiang, Xue
Gu, Bin
Li, Weifu
Gong, Tieliang
Zheng, Feng
THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 6, 2023, : 7033 - 7041
[43] Feature Learning by Least Generalization
Nguyen, Hien D.
Sakama, Chiaki
INDUCTIVE LOGIC PROGRAMMING (ILP 2021), 2022, 13191 : 193 - 202
[44] Learning and Generalization with the Information Bottleneck
Shamir, Ohad
Sabato, Sivan
Tishby, Naftali
ALGORITHMIC LEARNING THEORY, PROCEEDINGS, 2008, 5254 : 92 - 107
[45] Generalization in perceptual learning for speech
Tanya Kraljic
Arthur G. Samuel
Psychonomic Bulletin & Review, 2006, 13 : 262 - 268
[46] Learning design knowledge as generalization
Li, H
Wu, XD
CYBERNETICS AND SYSTEMS, 1998, 29 (02) : 181 - 207
[47] Learning design knowledge as generalization
Hong Kong Polytechnic Univ, Kowloon, Hong Kong
Cybern Syst, 2 (181-207):
[48] On the Generalization Analysis of Adversarial Learning
Mustafa, Waleed
Lei, Yunwen
Kloft, Marius
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, 2022,
[49] Generalization in perceptual learning for speech
Kraljic, Tanya
Samuel, Arthur G.
PSYCHONOMIC BULLETIN & REVIEW, 2006, 13 (02) : 262 - 268
[50] Generalization of multisensory perceptual learning
Albert R. Powers III
Andrea Hillock-Dunn
Mark T. Wallace
Scientific Reports, 6

← 1 2 3 4 5 →