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Full Description
This book constitutes the refereed proceedings of the International Workshops on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2025, held in Lille, France, during June 25-27, 2025.
The 17 revised full papers presented in this book were carefully reviewed and selected from 32 submissions.
PAAMS 2025 presents the following five workshops:
Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA)
Workshop on Deep Learning Applications (DeLA)
Workshop on Digital Twinning for training purposes in Industry 4.0 (Twin4Train)
Contents
.- Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA).
.- Scalable Hybrid Memory System for Long-Term Conversational Assistants in Healthcare.
.- CLIP in the field: a study of plant disease detection via zero-shot and fine-tuning.
.- Agent-based Social Simulator for Analyzing Well-being and Resources: an Integrated Approach for Vulnerable Rural Communities.
.- Digital Twins and Virtual Assistants for Proactive Long-Term Care: The SALUS Architecture.
.- Development of a method for calculating the parameters of an agricultural crop for a digital twin of plants.
.- Redefining Transportation Simulation: Multi-Agent Models Powered by LLMs.
.- Towards a Decentralized Digital Twin for Waste Collection Fleets.
.- Intelligent IoT Framework for Home Ambient Welfare.
.- Workshop on Deep Learning Applications (DeLA).
.- Hybrid Neuro-Symbolic Learning Agents: A Graph-Theoretic Approach to Interpretable Reinforcement Learning.
.- An Explainable Approach to Predicting Academic Dropout: A Case Study at Faculdade Pernambucana de Saúde.
.- AI-Powered Automation in Healthcare: A Multi-Agent Approach with LLM.
.- TLPSC: A Particle Swarm Clustering Algorithm with Transfer Learning.
.- Towards Efficient Biogas Production: Deep Learning-Based Methane Forecasting in Anaerobic Digesters of Wastewater Treatment Plants.
.- Workshop on Digital Twinning for training purposes in Industry 4.0 (Twin4Train).
.- Digital Twinning: Generative AI for Virtual Training Systems.
.- The Role of Collaboration in Virtual Quality Control Training: Effects on Engagement and Effectiveness.
.- RAI: Flexible Agent Framework for Embodied AI.
.- Towards The Generalization Of Developing 3D Objects For Extended Reality Training.