Explainable and Transparent AI and Multi-Agent Systems Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers / [electronic resource] :
edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling.
- 1st ed. 2021.
- XIII, 345 p. 93 illus., 77 illus. in color. online resource.
- Lecture Notes in Artificial Intelligence, 12688 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 12688 .
XAI & Machine Learning -- XAI Vision, Understanding, Deployment and Evaluation -- XAI Applications -- XAI Logic and Argumentation -- Decentralized and Heterogeneous XAI.
This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions. The papers are organized in the following topical sections: XAI & machine learning; XAI vision, understanding, deployment and evaluation; XAI applications; XAI logic and argumentation; decentralized and heterogeneous XAI.
9783030820176
10.1007/978-3-030-82017-6 doi
Multiagent systems.
Machine theory.
Machine learning.
Application software.
Computers, Special purpose.
Social sciences--Data processing.
Multiagent Systems.
Formal Languages and Automata Theory.
Machine Learning.
Computer and Information Systems Applications.
Special Purpose and Application-Based Systems.
Computer Application in Social and Behavioral Sciences.
QA76.76.I58
006.30285436
XAI & Machine Learning -- XAI Vision, Understanding, Deployment and Evaluation -- XAI Applications -- XAI Logic and Argumentation -- Decentralized and Heterogeneous XAI.
This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions. The papers are organized in the following topical sections: XAI & machine learning; XAI vision, understanding, deployment and evaluation; XAI applications; XAI logic and argumentation; decentralized and heterogeneous XAI.
9783030820176
10.1007/978-3-030-82017-6 doi
Multiagent systems.
Machine theory.
Machine learning.
Application software.
Computers, Special purpose.
Social sciences--Data processing.
Multiagent Systems.
Formal Languages and Automata Theory.
Machine Learning.
Computer and Information Systems Applications.
Special Purpose and Application-Based Systems.
Computer Application in Social and Behavioral Sciences.
QA76.76.I58
006.30285436