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Interactions in multiagent systems

Author: Ho-Fung Leung; Jianye Hao
Publisher: Singapore ; Hackensack, NJ : World Scientific Publishing Co. Pte. Ltd., [2019] ©2019
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This compendium covers several important topics related to multiagent systems, from learning and game theoretic analysis, to automated negotiation and human-agent interaction. Each chapter is written by experienced researchers working on a specific topic in multiagent system interactions, and covers the state-of-the-art research results related to that topic. The book will be a good reference material for  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Hao, Jianye.
Interactions in multiagent systems.
Hackensack, New Jersey : World Scientific, [2019]
(DLC) 2018008585
(OCoLC)987795165
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ho-Fung Leung; Jianye Hao
ISBN: 9789813208742 9813208740 9789813208759 9813208759
OCLC Number: 1047959933
Description: 1 online resource (xxxi, 300 pages)
Contents: 1. Scalability of Multiagent Reinforcement Learning --
2. Centralization or Decentralization? A Compromising Solution Toward Coordination in Multiagent Systems --
3. Making Efficient Reputation-Aware Decisions in Multiagent Systems --
4. Decision-Theoretic Planning in Partially Observable Environments --
5. Multiagent Reinforcement Learning Algorithms Based on Gradient Ascent Policy --
6. Task Allocation in Multiagent Systems: A Survey of Some Interesting Aspects --
7. Automated Negotiation: An Efficient Approach to Interaction Among Agents --
8. Norm Emergence in Multiagent Systems --
9. Diffusion Convergence in the Collective Interactions of Large-scale Multiagent Systems --
10. Incorporating Inference into Online Planningin Multiagent Settings.
Responsibility: Jianye Hao, Tianjin University, China, Ho-Fung Leung, the Chinese University of Hong Kong, China, editors.

Abstract:

This compendium covers several important topics related to multiagent systems, from learning and game theoretic analysis, to automated negotiation and human-agent interaction. Each chapter is written  Read more...

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