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Multi-Agent-Based Simulation XXIV [electronic resource] : 24th International Workshop, MABS 2023, London, UK, May 29 - June 2, 2023, Revised Selected Papers / edited by Luis G. Nardin, Sara Mehryar.

Contributor(s): Nardin, Luis G [editor.] | Mehryar, Sara [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 14558Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: X, 173 p. 61 illus., 44 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031610349.Subject(s): Artificial intelligence | Social sciences -- Data processing | Application software | Education -- Data processing | Computer networks  | Artificial Intelligence | Computer Application in Social and Behavioral Sciences | Computer and Information Systems Applications | Computers and Education | Computer Communication NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
-- MABS Methodology and Tools. -- Can (and should) Automated Surrogate Modelling be Used for Simulation Assistance?. -- Towards a Better Understanding of Agent-Based Airport Terminal Operations using Surrogate Modeling. -- Active Sensing for Epidemic State Estimation using ABM-guided Machine Learning. -- Combining Constraint-Based and Imperative Programming in MABS for More Reliable Modelling. -- Multi-Agent Financial Systems with RL: A Pension Ecosystem Case (WIP). -- MABS and Social Behavior. -- Aspects of Modeling Human Behavior in Agent-Based Social Simulation - What can We Learn from the COVID-19 Pandemic?. -- Learning Agent Goal Structures by Evolution. -- Dynamic Context-Sensitive Deliberation. -- MABS Applications. -- A Multi-Agent Simulation Model considering the Bounded Rationality of Market Participants: An Example of GENCOs Participation in the Electricity Spot Market. -- Modeling Cognitive Workload in Open-Source Communities via Simulation. -- Multi-Agent Simulation of Intelligent Resource Regulation in Integrated Energy and Mobility.
In: Springer Nature eBookSummary: This book constitutes the refereed Proceedings of the 24th International Workshop on Multi-Agent-Based Simulation XXIV, MABS 2023, held in London, UK, during May 29-June 2, 2023. The 11 regular papers presented were carefully reviewed and selected from 27 submissions. The papers are organized in subject areas as follows: MABS methodology and tools; MABS and social behavior; and MABS applications.
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-- MABS Methodology and Tools. -- Can (and should) Automated Surrogate Modelling be Used for Simulation Assistance?. -- Towards a Better Understanding of Agent-Based Airport Terminal Operations using Surrogate Modeling. -- Active Sensing for Epidemic State Estimation using ABM-guided Machine Learning. -- Combining Constraint-Based and Imperative Programming in MABS for More Reliable Modelling. -- Multi-Agent Financial Systems with RL: A Pension Ecosystem Case (WIP). -- MABS and Social Behavior. -- Aspects of Modeling Human Behavior in Agent-Based Social Simulation - What can We Learn from the COVID-19 Pandemic?. -- Learning Agent Goal Structures by Evolution. -- Dynamic Context-Sensitive Deliberation. -- MABS Applications. -- A Multi-Agent Simulation Model considering the Bounded Rationality of Market Participants: An Example of GENCOs Participation in the Electricity Spot Market. -- Modeling Cognitive Workload in Open-Source Communities via Simulation. -- Multi-Agent Simulation of Intelligent Resource Regulation in Integrated Energy and Mobility.

This book constitutes the refereed Proceedings of the 24th International Workshop on Multi-Agent-Based Simulation XXIV, MABS 2023, held in London, UK, during May 29-June 2, 2023. The 11 regular papers presented were carefully reviewed and selected from 27 submissions. The papers are organized in subject areas as follows: MABS methodology and tools; MABS and social behavior; and MABS applications.

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