Distributed Artificial Intelligence
Third International Conference, DAI 2021, Shanghai, China, December 17-18, 2021, Proceedings
Published on 11. January 2022
VIII, 247 pages
978-3-030-94662-3 (ISBN)
Description
This book constitutes the refereed proceedings of the Third International Conference on Distributed Artificial Intelligence, DAI 2021, held in Shanghai, China, in December 2021.
The 15 full papers presented in this book were carefully reviewed and selected from 31 submissions. DAI aims at bringing together international researchers and practitioners in related areas including general AI, multiagent systems, distributed learning, computational game theory, etc., to provide a single, high-profile, internationally renowned forum for research in the theory and practice of distributed AI.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Product notice
Reflowable
Illustrations
VIII, 247 p. 84 illus., 52 illus. in color.
ISBN-13
978-3-030-94662-3 (9783030946623)
DOI
10.1007/978-3-030-94662-3
Schweitzer Classification
Other editions
Additional editions
Jie Chen | Jérôme Lang | Christopher Amato
Distributed Artificial Intelligence
Third International Conference, DAI 2021, Shanghai, China, December 17-18, 2021, Proceedings
Book
01/2022
Springer
€69.54
Shipment within 7-9 days
Content
The Power of Signaling and its Intrinsic Connection to the Price of Anarchy.- Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning.- SEIHAI: A Sample-effcient Hierarchical AI for the MineRL Competition.- GC: Multi-Agent Group Belief with Graph Clustering.- Incomplete Distributed Constraint Optimization Problems: Model, Algorithms, and Heuristics.- Securities Based Decision Markets.- MARL for Traffc Signal Control in Scenarios with Different Intersection Importance.- Safe Distributional Reinforcement Learning.- The Positive Effect of User Faults over Agent Perception in Collaborative Settings and its Use in Agent Design.- Behavioral Stable Marriage Problems.- FUN-Agent: a HUMAINE Competitor.- Signal Instructed Coordination in Cooperative Multi-Agent Reinforcement Learning.- A Description of the Jadescript Type System.- Combining M-MCTS and Deep Reinforcement Learning for General Game Playing.- A Two-Step Method for Dynamics of Abstract Argumentation.
