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E-grāmata: Novel Insights in Agent-based Complex Automated Negotiation

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This book focuses on all aspects of complex automated negotiations, which are studied in the field of autonomous agents and multi-agent systems. This book consists of two parts. I: Agent-Based Complex Automated Negotiations and II: Automated Negotiation Agents Competition. The chapters in Part I are extended versions of papers presented at the 2012 international workshop on Agent-Based Complex Automated Negotiation (ACAN), after peer reviews by three Program Committee members. Part II examines in detail ANAC 2012 (The Third Automated Negotiating Agents Competition), in which automated agents that have different negotiation strategies and are implemented by different developers are automatically negotiated in the several negotiation domains. ANAC is an international competition in which automated negotiation strategies, submitted by a number of universities and research institutes across the world, are evaluated in tournament style. The purpose of the competition is to steer the research in the area of bilateral multi-issue, closed negotiation. This book also includes the rules, results, agents and domain descriptions for ANAC 2011 as submitted by the organizers and finalists.



This book presents papers and results from the 3rd Automated Negotiating Agents Competition (ANAC 2012), in which automated agents having different negotiation strategies, implemented by developers from around the world, are evaluated in a competitive tournament.
Part I Agent-Based Complex Automated Negotiations
1 Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders
3(20)
Victor Sanchez-Anguix
Reyhan Aydogan
Vicente Julian
Catholijn M. Jonker
2 Alternative Social Welfare Definitions for Multiparty Negotiation Protocols
23(20)
Enrique de la Hoz
Miguel Angel Lopez-Carmona
Mark Klein
Ivan Marsa-Maestre
3 Multilateral Mediated Negotiation Protocols with Feedback
43(18)
Reyhan Aydogan
Koen V. Hindriks
Catholijn M. Jonker
4 Decoupling Negotiating Agents to Explore the Space of Negotiation Strategies
61(24)
Tim Baarslag
Koen Hindriks
Mark Hendrikx
Alexander Dirkzwager
Catholijn Jonker
5 A Dynamic, Optimal Approach for Multi-Issue Negotiation Under Time Constraints
85(24)
Fenghui Ren
Minjie Zhang
Quan Bai
6 On Dynamic Negotiation Strategy for Concurrent Negotiation over Distinct Objects
109(16)
Khalid Mansour
Ryszard Kowalczyk
7 Reducing the Complexity of Negotiations Over Interdependent Issues
125(12)
Raiye Hailu
Takayuki Ito
8 Evaluation of the Reputation Network Using Realistic Distance Between Facebook Data
137(14)
Takanobu Otsuka
Takuya Yoshimura
Takayuki Ito
Part II Automated Negotiating Agents Competition
9 An Overview of the Results and Insights from the Third Automated Negotiating Agents Competition (ANAC2012)
151(12)
Colin R. Williams
Valentin Robu
Enrico H. Gerding
Nicholas R. Jennings
10 An Adaptive Negotiation Strategy, for Real-Time Bilateral Negotiations
163(8)
Alexander Dirkzwager
Mark Hendrikx
11 CUHKAgent: An Adaptive Negotiation Strategy for Bilateral Negotiations over Multiple Items
171(10)
Jianye Hao
Ho-fung Leung
12 AgentMR: Concession Strategy Based on Heuristic for Automated Negotiating Agents
181(6)
Shota Morii
Takayuki Ito
13 OMAC: A Discrete Wavelet Transformation Based Negotiation Agent
187(10)
Siqi Chen
Gerhard Weiss
14 The Simple-Meta Agent
197(4)
Litan Ilany
Ya'akov (Kobi) Gal
Index 201