Description |
1 online resource (292 pages) |
Series |
Lecture notes in artificial intelligence |
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Lecture notes in computer science ; 12802 |
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LNCS sublibrary, SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence.
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Lecture notes in computer science ; 12802.
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LNCS sublibrary. SL 7, Artificial intelligence.
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Contents |
Intro -- Preface -- Organization -- Contents -- Ascending-Price Mechanism for General Multi-sided Markets -- 1 Introduction -- 1.1 Previous Work -- 1.2 Our Contribution -- 2 Formal Definitions -- 2.1 Agents and Categories -- 2.2 Trades and Gains -- 2.3 Mechanisms -- 2.4 Recipe Forests -- 3 Computing Optimal Trade -- 4 Ascending Auction Mechanism -- 4.1 General Description -- 4.2 Example Run -- 5 Ascending Auction Properties -- 6 Experiments -- 6.1 Agents' Values -- 6.2 Number of Deals and Gain from Trade -- References -- Governing Black-Box Agents in Competitive Multi-Agent Systems |
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1 Introduction -- 1.1 Motivation -- 1.2 Governance in Multi-Agent Systems -- 1.3 Overview of the Approach -- 1.4 Contribution -- 1.5 Structure -- 2 Existing Work -- 2.1 Classification and Scope -- 2.2 Relevant Related Work -- 3 Model -- 3.1 Agents and Environment -- 3.2 Governance -- 4 Governance Loop -- 4.1 Observation and Learning Step -- 4.2 Restriction of Action Spaces -- 4.3 Algorithm -- 4.4 Computational Complexity -- 5 Evaluation -- 5.1 Setup -- 5.2 Results -- 6 Conclusion -- 6.1 Summary -- 6.2 Future Work -- References |
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Path and Action Planning in Non-uniform Environments for Multi-agent Pickup and Delivery Tasks -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation and Background -- 3.1 N-MAPD -- 3.2 Well-Formed N-MAPD -- 4 Path and Action Planning with Orientation -- 4.1 Two-Stage Action Planning (TSAP) -- 4.2 Conflict Resolution of Candidate Action Sequences (CRCAS) -- 4.3 Plan Modification Strategy -- 4.4 Flows of Task Selection and PAPO Processes -- 5 Experiments and Discussion -- 5.1 Experimental Setting -- 5.2 Exp. 1: Performance Comparison -- 5.3 Exp. 2: Characteristics of the PAPO -- 6 Conclusion |
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2.3 ML-VRPLC as a Non-cooperative MAP Problem -- 3 Problem Description -- 4 Model Formulation -- 4.1 ML-VRPLC as a Strategic Game -- 5 Solution Approach -- 5.1 Iterative Best Response Algorithm -- 5.2 Best Response Computation -- 6 Experiments -- 6.1 Experimental Setup -- 6.2 Experimental Results -- 7 Conclusion and Future Works -- References -- Explaining Ridesharing: Selection of Explanations for Increasing User Satisfaction -- 1 Introduction -- 2 Related Work -- 3 The PBE Agent -- 4 The AXIS Agent -- 5 Experimental Design -- 6 Results -- 7 Conclusions and Future Work -- References |
Summary |
This book constitutes the revised post-conference proceedings of the 18th European Conference on Multi-Agent Systems, EUMAS 2021. The conference was held online in June, 2021. 16 full papers are presented in this volume, each of which carefully reviewed and selected from a total of 51 submissions. The papers report on both early and mature research and cover a wide range of topics in the field of multi-agent systems |
Bibliography |
References-Revealed Preference Argumentation and Applications in Consumer Behaviour Analyses-1 Introduction-2 Argumentation Frameworks-3 Revealed Preference Theory-4 RPT in Argumentation-5 Revealed Preference Argumentation (RPA) Framework-6 RPA as a Complete Computational Framework for RPT-based Consumer Behaviour Analyses-7 Conclusions-References-Coordinating Multi-party Vehicle Routing with Location Congestion via Iterative Best Response-1 Introduction-2 Related Works-2.1 ML-VRPLC as a Multi-Party VRP-2.2 ML-VRPLC as an MAP Problem |
Notes |
Large-Scale, Dynamic and Distributed Coalition Formation with Spatial and Temporal Constraints |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed August 5, 2021) |
Subject |
Multiagent systems -- Congresses
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Multiagent systems
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Rosenfeld, Ariel
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Talmon, Nimrod
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ISBN |
9783030822545 |
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3030822540 |
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