LEADER 05683nam 22006735 450 001 996630860303316 005 20241118123310.0 010 $a9783031704154 024 7 $a10.1007/978-3-031-70415-4 035 $a(CKB)36619466000041 035 $a(MiAaPQ)EBC31786569 035 $a(Au-PeEL)EBL31786569 035 $a(DE-He213)978-3-031-70415-4 035 $a(OCoLC)1472988660 035 $a(EXLCZ)9936619466000041 100 $a20241118d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection $e22nd International Conference, PAAMS 2024, Salamanca, Spain, June 26?28, 2024, Proceedings /$fedited by Philippe Mathieu, Fernando De la Prieta 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (370 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15157 311 08$a9783031704147 327 $aPAAMS MAIN TRACK -- Distributed Optimization of Charging Station Selection of Electric Vehicles -- A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization -- Reinforcement Learning Enabled Peer to Peer Energy Trading for Dairy Farms -- Benchmarking Large Language Models for Multi Agent Systems A Comparative Analysis of AutoGen CrewAI and TaskWeaver -- Multi Agent Opinion Pooling by Voting for Bins Simulations and Characterization -- Neural Cellular Automaton for Decentralized Inference in Distributed Manipulator System -- Synthetic data generation for machine learning models with cognitive agent simulations -- A Digital Twin approach to Building's Dossier for Seismic Prevention -- MineLlama Llama with Retrieval Augmented Generation as A Decision Maker in Minecraft -- Learning Automata Strategies for Prolonging Lifetime of Wireless Sensor Networks -- Options to Speed up Search in Lifelong Multi Agent Pathfinding -- Cooperative Task Execution in Multi Agent Systems -- Federated Neural Machine Translation Using Multi Agent Reinforcement Learning -- A Decentralized Agent based Model for Crisis Events Using Embedded Systems -- Human and BDI Agent Interaction via KQML messages over IMAP and SMTP -- Models of Intelligent Tutoring Systems Based on Autonomous Agents for Virtual Learning Environments a Systematic Literature Review -- Dynamic estimation of customer movement by agent based simulation with particle filter -- Retrieval Augmented Generation Powered by a Multi Agent System to Assisted the Operation of Industries -- EGAR Environment Generator for Agent based Research -- Collaborating Digital Twins for Health Coaching -- Overcoming Computational Complexity A Scalable Agent Based Model of Traffic Activity using FLAME GPU -- Measuring Fairness in AI Explanations with LEADR Local Explanation Amplification Disparity Ratio -- Adaptive Learning of Centralized and Decentralized Rewards in Multi agent Imitation Learning -- Integrating Supervised and Reinforcement Learning for Heterogeneous Traffic Simulation -- Dynamic modification of agent behaviours without disrupting a running system -- A Machine Learning Based Trading Strategy Integrating Technical Analysis and Multi Agent Simulation -- PAAMS DEMONSTRATIONS -- AAMA Sim A Gazebo and ROS2 based Simulation Tool for Agent based Modelling of Cyber-physical Systems -- Using an Agent Based Cellular Automaton for Emergency Evacuation Simulation -- A pet robot prototype for animal assisted therapy -- Demo of the Agri RO5 architecture for Agrirobot Fleet Simulation -- Implementation of Real Time Local Search Method for Distributed Constraint Optimization with Message Loss in PubSub Communication -- Developing Safe Autonomous Logistic Systems with vGOAL. 330 $aThis book constitutes the refereed proceedings of the 22nd International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024, held in Salamanca, Spain, during June 26-28, 2024. The 26 full papers and 6 short papers included in this book were carefully reviewed and selected from 64 submissions. The PAAMS 2024 proceedings focus on the development and deployment of agents and multi-agent systems and their real-world applications. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15157 606 $aArtificial intelligence 606 $aData structures (Computer science) 606 $aInformation theory 606 $aSoftware engineering 606 $aComputer engineering 606 $aComputer networks 606 $aArtificial Intelligence 606 $aData Structures and Information Theory 606 $aSoftware Engineering 606 $aComputer Engineering and Networks 615 0$aArtificial intelligence. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aSoftware engineering. 615 0$aComputer engineering. 615 0$aComputer networks. 615 14$aArtificial Intelligence. 615 24$aData Structures and Information Theory. 615 24$aSoftware Engineering. 615 24$aComputer Engineering and Networks. 676 $a006.3 700 $aMathieu$b Philippe$01782794 701 $aDe la Prieta$b Fernando$0848310 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a996630860303316 996 $aAdvances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection$94309275 997 $aUNISA