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Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection

22nd International Conference, PAAMS 2024, Salamanca, Spain, June 26–28, 2024, Proceedings

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Philippe Mathieu

    1. University of Lille, Villeneuve d’Ascq, France

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  2. Fernando De la Prieta

    1. University of Salamanca, Salamanca, Spain

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15157)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: PAAMS 2024.

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About this book

This book constitutes the refereed proceedings of the 22nd International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024, held in Salamanca, Spain, during June 26-28, 2024. 

The 26 full papers and 6 short papers included in this book were carefully reviewed and selected from 64 submissions. The PAAMS 2024 proceedings focus on the development and deployment of agents and multi-agent systems and their real-world applications.

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Keywords

Table of contents (32 papers)

  1. Front Matter

    Pages i-xvi
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  2. Main Track

    1. Front Matter

      Pages 1-1
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    2. Distributed Optimization of Charging Station Selection of Electric Vehicles

      • Botond Ács, László Z. Varga
      Pages 3-14

    3. A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization

      • Nawazish Ali, Rachael Shaw, Karl Mason
      Pages 15-26

    4. Reinforcement Learning Enabled Peer-to-Peer Energy Trading for Dairy Farms

      • Mian Ibad Ali Shah, Enda Barrett, Karl Mason
      Pages 27-38

    5. Benchmarking Large Language Models for Multi-agent Systems: A Comparative Analysis of AutoGen, CrewAI, and TaskWeaver

      • Rafael Barbarroxa, Luis Gomes, Zita Vale
      Pages 39-48

    6. Multi-agent Opinion Pooling by Voting for Bins: Simulations and Characterization

      • Lea Bauer, Jonas Karge
      Pages 49-60

    7. Neural Cellular Automaton for Decentralized Inference in Distributed Manipulation Systems

      • Nicolas Bessone, Payam Zahadat, Kasper Stoy
      Pages 61-72

    8. Synthetic Data Generation for Machine Learning Models with Cognitive Agent Simulations

      • Jim Blythe, Alexey Tregubov
      Pages 73-83

    9. A Digital Twin Approach to Building’s Dossier for Seismic Prevention

      • Giovanni De Gasperis, Sante Dino Facchini
      Pages 84-96

    10. MineLlama: Llama with Retrieval-Augmented Generation as A Decision Maker in Minecraft

      • Shiyao Ding, Takayuki Ito
      Pages 97-108

    11. Learning Automata Strategies for Prolonging Lifetime of Wireless Sensor Networks

      • Jakub Gąsior
      Pages 109-120

    12. Options to Speed-Up Search in Lifelong Multi-Agent Pathfinding

      • Olivér Jakab, László Z. Varga
      Pages 121-133

    13. Cooperative Task Execution in Multi-agent Systems

      • Karishma, Shrisha Rao
      Pages 134-147

    14. Federated Neural Machine Translation Using Multi-agent Reinforcement Learning

      • Kantaro Kitagawa, Yohei Murakami
      Pages 148-158

    15. A Decentralized Agent-Based Model for Crisis Events Using Embedded Systems

      • Nilson Mori Lazarin, Tielle Alexandre, Magaywer Moreira de Paiva, Carlos Eduardo Pantoja, Jose Viterbo, Flavia Bernardini
      Pages 159-171

    16. Human and BDI-Agent Interaction via KQML Messages over IMAP and SMTP

      • Nilson Mori Lazarin, João Pedro Bernardo de Souza, Carlos Eduardo Pantoja, Tielle Alexandre, Jose Viterbo
      Pages 172-183

    17. Models of Intelligent Tutoring Systems Based on Autonomous Agents for Virtual Learning Environments: A Systematic Literature Review

      • Juan P. López-Goyez, Alfonso González-Briones, Andrea F. Chamorro
      Pages 184-195

    18. Dynamic Estimation of Customer Movements by Agent-Based Simulation with Particle Filter

      • Ryo Murata, Kenji Tanaka
      Pages 196-207

    19. Retrieval-Augmented Generation Powered by a Multi-agent System to Assisted the Operation of Industries

      • Francisco Oliveira, Luis Gomes, Zita Vale
      Pages 208-216
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Other volumes

  1. Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection

  2. Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection

Editors and Affiliations

  • University of Lille, Villeneuve d’Ascq, France

    Philippe Mathieu

  • University of Salamanca, Salamanca, Spain

    Fernando De la Prieta

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