Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges (Studies in Computational Intelligence)

Hadfi, Rafik (EDT)/ Aydoğan, Reyhan (EDT)/ Ito, Takayuki (EDT)

Springer Verlag, Singapore（2024/04発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 145 p.
• 言語 ENG
• 商品コード 9789819905638
• DDC分類 006.3

Full Description

This book comprises carefully selected and reviewed outcomes of the 13th International Workshop on Automated Negotiations (ACAN) held in Vienna, 2022, in conjunction with International Joint Conference on Artificial Intelligence (IJCAI) 2022. It focuses on the applications and challenges of agent-based negotiation including agreement technology, mechanism design, electronic commerce, recommender systems, supply chain management, social choice theory, and others.

This book is intended for the academic and industrial researchers of various communities of autonomous agents and multi-agent systems, as well as graduate students studying in those areas or having interest in them.

Contents

Complex Automated Negotiations Frameworks and Mechanisms.- Bilateral and Multilateral Negotiations.- High dimension Multi-Issue Negotiations.- Large Scale Negotiations.- Concurrent Negotiations.- Multiple Negotiations.- Sequential Negotiations.- Negotiations under Asymmetric Information.- Prediction of Opponent's Behaviors and Strategies in Negotiations.- Machine Learning in Negotiations.- Simulation Models and Platforms for Complex Negotiations.- Coordination Mechanisms for Complex Negotiations.- Matchmaking and Brokering Mechanisms.- Utility and Preference Elicitation Technologies in Negotiations.- Utility and Preference Representations in Negotiations.- Computational Complexity of Multi-Issue Negotiations.- Negotiations with Humans, Negotiations in Social Networks etc.- Knowledge Management in Automated Negotiations.- Moral consideration for automated negotiations.- Real-life Aspects of Electronic Negotiations.- Applications for Automated Negotiations.