Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection

This book constitutes the proceedings of the 21st International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2023, held in Guimaraes, Portugal, in July 2023.

The 32 full papers in this book were reviewed and selected from 70 submissions. 5 demonstration papers are also included in this volume. The papers deal with the application and validation of agent-based models, methods, and technologies in a number of key applications areas, including: advanced models and learning, agent-based programming, decision-making, education and social interactions, formal and theoretic models, health and safety, mobility and the city, swarms and task allocation.

Klappentext

PAAMS 2023 - MAIN TRACK.- Brain waves classification using a single-channel dry EEG headset: an application for controlling an intelligent wheelchair.- AJAN: An Engineering Framework for Semantic Web-Enabled Agents and Multi-Agent Systems.- Adaptive consumption by continuous negotiation.- When Extrinsic Payoffs meet Intrinsic Expectations.- Multi-Agent Reinforcement Learning for Structured Symbolic Music Generation.- A multi-level density-based crowd simulation architecture.- Resolving the Dilemma of Responsibility in Multi-Agent Flow Networks.- Lessons Learned on the Design of a Predictive Agent for LoRaWAN Network Planning.- A solution concept with an exploration bias for repeated stochastic coalitional games.- Governing online forum interactions with multi-agent system: A Reddit use case with the JaCaMo platform.- Fuzzy Hyperplane based Twin-KSVC and Its Applications to Stock Price Movement Direction Prediction Based on News Articles.- Enhancing Safety Checking Coverage withMulti-swarm Particle Swarm Optimization.- A Decentralized Resource Allocation Protocol in Social Networks.- Multi-agent learning of causal networks in the Internet of Things.- Investigation of Integrating Solution Techniques for Lifelong MAPD Problem Considering Endpoints.- Towards Norm Entrepreneurship in Agent Societies.- Velluscinum: A Middleware for Using Digital Assets in Multi-Agent Systems.- Parking Problem with Multiple Gates.- UAV Swarm Control and Coordination Using Jason BDI Agents on top of ROS.- Traffic Assignment Optimization using Flow-based Multi-Maps.- A Monitoring Agent for Advancing Elderly Care through Mobile Health Technology.- Extrinsic Emotion Regulation by Intelligent Agents: A computational model based on Arousal-Valence dimensions.- Optimization of Complex Systems in Photonics by Multi-Agent Robotic Control.- GTG-CoL: A new Decentralized Federated Learning based on Consenssus for dynamic networks.- A novel framework for multi-agent knowledge-based federated learning systems.- Exploring Planner-Guided Swarms Running on Real Robots.- Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents.- A Multi-Agent Based Dynamic Network Slice Tarification Framework.- An IDE to Support the Development of Embedded Multi-Agent Systems. Bioinspired Artificial Cockroach Colony Strategy combined with 2-type Fuzzy Logic for the Priority-Based Sanitization of Railway Stations.- Embedding Autonomous Agents into Low-Power Wireless Sensor Networks.- Safe Autonomous Decision-Making with vGOAL.- PAAMS 2023 - DEMONSTRATIONS.- Towards Exception Handling in the SARL Agent Platform.- Multi-Agent Path Finding for Indoor Quadcopters.- Energy community integration of a smart home based on an open source multiagent system.- Cognitive Assistant for Enhanced eHealth Monitoring.- Extended Green Cloud - Modeling Cloud Infrastructure with Green Energy Sources.

Inhalt
PAAMS 2023 - MAIN TRACK.- Brain waves classification using a single-channel dry EEG headset: an application for controlling an intelligent wheelchair.- AJAN: An Engineering Framework for Semantic Web-Enabled Agents and Multi-Agent Systems.- Adaptive consumption by continuous negotiation.- When Extrinsic Payoffs meet Intrinsic Expectations.- Multi-Agent Reinforcement Learning for Structured Symbolic Music Generation.- A multi-level density-based crowd simulation architecture.- Resolving the Dilemma of Responsibility in Multi-Agent Flow Networks.- Lessons Learned on the Design of a Predictive Agent for LoRaWAN Network Planning.- A solution concept with an exploration bias for repeated stochastic coalitional games.- Governing online forum interactions with multi-agent system: A Reddit use case with the JaCaMo platform.- Fuzzy Hyperplane based Twin-KSVC and Its Applications to Stock Price Movement Direction Prediction Based on News Articles.- Enhancing Safety Checking Coverage withMulti-swarm Particle Swarm Optimization.- A Decentralized Resource Allocation Protocol in Social Networks.- Multi-agent learning of causal networks in the Internet of Things.- Investigation of Integrating Solution Techniques for Lifelong MAPD Problem Considering Endpoints.- Towards Norm Entrepreneurship in Agent Societies.- Velluscinum: A Middleware for Using Digital Assets in Multi-Agent Systems.- Parking Problem with Multiple Gates.- UAV Swarm Control and Coordination Using Jason BDI Agents on top of ROS.- Traffic Assignment Optimization using Flow-based Multi-Maps.- A Monitoring Agent for Advancing Elderly Care through Mobile Health Technology.- Extrinsic Emotion Regulation by Intelligent Agents: A computational model based on Arousal-Valence dimensions.- Optimization of Complex Systems in Photonics by Multi-Agent Robotic Control.- GTG-CoL: A new Decentralized Federated Learning based on Consenssus for dynamic networks.- A novel framework for multi-agent knowledge-based federated learning systems.- Exploring Planner-Guided Swarms Running on Real Robots.- Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents.- A Multi-Agent Based Dynamic Network Slice Tarification Framework.- An IDE to Support the Development of Embedded Multi-Agent Systems. Bioinspired Artificial Cockroach Colony Strategy combined with 2-type Fuzzy Logic for the Priority-Based Sanitization of Railway Stations.- Embedding Autonomous Agents into Low-Power Wireless Sensor Networks.- Safe Autonomous Decision-Making with vGOAL.- PAAMS 2023 - DEMONSTRATIONS.- Towards Exception Handling in the SARL Agent Platform.- Multi-Agent Path Finding for Indoor Quadcopters.- Energy community integration of a smart home based on an open source multiagent system.- Cognitive Assistant for Enhanced eHealth Monitoring.- Extended Green Cloud - Modeling Cloud Infrastructure with Green Energy Sources.