Description

Book Synopsis

.- Main Track.
.- Transformer Based Models for Offline Multi-Agent Reinforcement Learning.
.- Theory and Practice of Natural Strategy Checking in Concurrent Games with Imperfect Information.
.- Optimizing road intersections using phase scheduling.
.- SysTemp: A Multi-Agent System for Template-Based Generation of SysML v2.
.- Evaluating Infrastructure-Less Cooperative Parking Guidance via Agent-Based Simulation.
.- Multi-Agent Reinforcement Learning with Automated Negotiation for Serial Supply Chain Management.
.- Royal FLush: a MAS-based platform for Decentralized Federated Learning based on SPADE agents.
.- Prioritized Path Planning for Multi-Agent Pickup and Delivery with Multi-Item Packing Problem.
.- Distribution Model: Separation of Concerns to Facilitate the Distribution of Agent-Based Models.
.- Towards an LLM-powered Social Digital Twinning Platform.
.- Knowledge Graph-Enhanced Multi-Agent Infrastructure for coupling physical and digital robotic environments.
.- Applying an Innovative TCN and Multi-Tasks SVM for Early Sepsis Prediction.
.- Towards understanding Complex Adaptive Systems: An illustration on urban logistics.
.- Efficient Assignment of Immediate Tasks Using Deep Reinforcement Learning in Multi-Agent Pickup and Delivery.
.- Towards a replicable synthetic population and agent-based transport model for Bavaria.
.- LDAS: Proposal for semi-optimal Storage Locations using LDA and SA
.- Influence of State Representation on Algorithmic Collusion under Deep Learning.
.- MASPY: A Python-Based Framework for Developing BDI Multi-Agent Systems.
.- Is Generative Artificial Intelligence Ready for Computational Social Science?.
.- Learning Controllability Using Destination Channels with Reward Navigation in Multi-Agent Systems.
.- A migration control approach to improve security for Open MAS in IoT networks.
.- Drone Swarms for Multi-Perspective Monitoring of Large Mammals in their Natural Habitats: Deployment and Field Trials.
.- An Identity Based Agent Model for AI Value Alignment.
.- Rasa4JaCa - A Communication Interface between Multi-agent Systems and Opensource Chatbot Technologies.
.- SPADE as a MAS framework for the development of Digital Twins.
.- TimeCIEL : Contextual Interactive Ensemble Learning for Time Series Classification.
.- Marketing Strategies and Context Effects.

.- DEMONSTRATIONS TRACK.
.- Why is intersection control such a difficult task? A demonstration.
.- Situated Agents in Action: Extending VEsNA with Spatial and Grabbable Artifacts.
.- On the Usability and Extensibility of VITAMIN.
.- Analysis, Implementation and Demonstration of the Nim Game Mathematical Winning Strategy.
.- Machine learning for decision support and automation in games: agent city navigation.
.- Planner-Guided Robot Swarm Demonstration with Natural Language Control.
.- Demonstration: WellProdSim Social Simulator Terrain Model.
.- From Console to Dashboard: A Demonstration of Real-Time Visualization for Social Simulation with WellProdSim.
.- CyberAIMs: Using Agent-based Modeling & Simulation to address Strategies in Cyberspace.

Advances in Practical Applications of Agents MultiAgent Systems and Computational Social Science The PAAMS Collection

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    A Paperback by Philippe Mathieu

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      View other formats and editions of Advances in Practical Applications of Agents MultiAgent Systems and Computational Social Science The PAAMS Collection by Philippe Mathieu

      Publisher: Springer
      Publication Date: 07/11/2025
      ISBN13: 9783032076373, 978-3032076373
      ISBN10:

      Description

      Book Synopsis

      .- Main Track.
      .- Transformer Based Models for Offline Multi-Agent Reinforcement Learning.
      .- Theory and Practice of Natural Strategy Checking in Concurrent Games with Imperfect Information.
      .- Optimizing road intersections using phase scheduling.
      .- SysTemp: A Multi-Agent System for Template-Based Generation of SysML v2.
      .- Evaluating Infrastructure-Less Cooperative Parking Guidance via Agent-Based Simulation.
      .- Multi-Agent Reinforcement Learning with Automated Negotiation for Serial Supply Chain Management.
      .- Royal FLush: a MAS-based platform for Decentralized Federated Learning based on SPADE agents.
      .- Prioritized Path Planning for Multi-Agent Pickup and Delivery with Multi-Item Packing Problem.
      .- Distribution Model: Separation of Concerns to Facilitate the Distribution of Agent-Based Models.
      .- Towards an LLM-powered Social Digital Twinning Platform.
      .- Knowledge Graph-Enhanced Multi-Agent Infrastructure for coupling physical and digital robotic environments.
      .- Applying an Innovative TCN and Multi-Tasks SVM for Early Sepsis Prediction.
      .- Towards understanding Complex Adaptive Systems: An illustration on urban logistics.
      .- Efficient Assignment of Immediate Tasks Using Deep Reinforcement Learning in Multi-Agent Pickup and Delivery.
      .- Towards a replicable synthetic population and agent-based transport model for Bavaria.
      .- LDAS: Proposal for semi-optimal Storage Locations using LDA and SA
      .- Influence of State Representation on Algorithmic Collusion under Deep Learning.
      .- MASPY: A Python-Based Framework for Developing BDI Multi-Agent Systems.
      .- Is Generative Artificial Intelligence Ready for Computational Social Science?.
      .- Learning Controllability Using Destination Channels with Reward Navigation in Multi-Agent Systems.
      .- A migration control approach to improve security for Open MAS in IoT networks.
      .- Drone Swarms for Multi-Perspective Monitoring of Large Mammals in their Natural Habitats: Deployment and Field Trials.
      .- An Identity Based Agent Model for AI Value Alignment.
      .- Rasa4JaCa - A Communication Interface between Multi-agent Systems and Opensource Chatbot Technologies.
      .- SPADE as a MAS framework for the development of Digital Twins.
      .- TimeCIEL : Contextual Interactive Ensemble Learning for Time Series Classification.
      .- Marketing Strategies and Context Effects.

      .- DEMONSTRATIONS TRACK.
      .- Why is intersection control such a difficult task? A demonstration.
      .- Situated Agents in Action: Extending VEsNA with Spatial and Grabbable Artifacts.
      .- On the Usability and Extensibility of VITAMIN.
      .- Analysis, Implementation and Demonstration of the Nim Game Mathematical Winning Strategy.
      .- Machine learning for decision support and automation in games: agent city navigation.
      .- Planner-Guided Robot Swarm Demonstration with Natural Language Control.
      .- Demonstration: WellProdSim Social Simulator Terrain Model.
      .- From Console to Dashboard: A Demonstration of Real-Time Visualization for Social Simulation with WellProdSim.
      .- CyberAIMs: Using Agent-based Modeling & Simulation to address Strategies in Cyberspace.

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