Book
Adding Preferences and Moral Values in an Agent-Based Simulation Framework for High-Performance Computing
| Title: | Adding Preferences and Moral Values in an Agent-Based Simulation Framework for High-Performance Computing |
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| Authors: | Marin Gutierrez, David, Vázquez Salceda, Javier, Álvarez Napagao, Sergio, Gnatyshak, Dmitry |
| Source: | Lecture Notes in Computer Science ISBN: 9783031491320 UPCommons. Portal del coneixement obert de la UPC Universitat Politècnica de Catalunya (UPC) International Workshop on Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems Lecture Notes in Computer Science Lecture Notes in Computer Science-Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XVI |
| Publisher Information: | Springer Nature Switzerland, 2023. |
| Publication Year: | 2023 |
| Subject Terms: | Intelligent agents (Computer software), Agent-based simulation, Agents intel·ligents (Programari), Preferences, Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Agents intel·ligents, High performance computing, Reasoning, Values, Raonament, Goals, Càlcul intensiu (Informàtica) |
| Description: | Agent-Based Simulation is a suitable approach used now-a-days to simulate and analyze complex societal environments and scenarios. Current Agent-Based Simulation frameworks either scale quite well in computation but implement very simple reasoning mechanisms, or employ complex reasoning systems at the expense of scalability. In this paper we present our work to extend an agent-based HPC platform, enabling goal-driven agents with HTN planning capabilities to scale and run parallelly. Our extension includes preferences over their objectives, preferences over their plans, actions, and moral values. We show the expresiveness of the extended platform with a sample scenario. |
| Document Type: | Part of book or chapter of book Conference object |
| File Description: | application/pdf |
| Language: | English |
| DOI: | 10.1007/978-3-031-49133-7_6 |
| Access URL: | https://hdl.handle.net/2117/390759 |
| Rights: | CC BY |
| Accession Number: | edsair.doi.dedup.....d7393328ad652339d4ab84efff7cb323 |
| Database: | OpenAIRE |
| DOI: | 10.1007/978-3-031-49133-7_6 |
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