Agents and Artificial Intelligence : 14th International Conference, ICAART 2022, Virtual Event, February 3–5, 2022, Revised Selected Papers / edited by Ana Paula Rocha, Luc Steels, Jaap van den Herik.

Format:

Book

Contributor:

van den Herik, Jaap, editor.

Steels, Luc, editor.

Rocha, Ana Paula, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13786

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (236 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

This book contains the revised and extended versions of selected papers from the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, which took place virtually during February 3–5, 2022. The conference was originally planned to take place in Vienna, Austria, but had to change to an online format due to the COVID-19 pandemic. The 9 full papers included in this book were carefully reviewed and selected from 302 submissions. They were organized in topical sections as follows: agents; artificial intelligence.

Contents:

Agents

Efficient Visual Sign Assignment for Crowd Evacuation Guidance Considering Risks and Multiple Objectives

Negotiation Protocol with Learned Handover of Important Tasks for Planned Suspensions in Multi-Agent Patrol Problems

Artificial Intelligence

Comparing Beta-VAE to WGAN-GP for Time Series Augmentation to Improve Classification Performance

Safe Policy Improvement Approaches and Their Limitations

Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks

Co-operative Multi-agent Twin Delayed DDPG for Robust Phase Duration Optimization of Large Road Networks

Generating the Gopher's Grounds: Form, Function, Order, and Alignment

Domain Dependent Parameter Setting in SAT Solver using Machine Learning Techniques

More Sustainable Text Classification via Uncertainty Sampling and a Human-in-the-Loop.

Notes:

Includes index.

Other Format:

Print version: Rocha, Ana Paula Agents and Artificial Intelligence

ISBN:

9783031229534

3031229533