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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 / edited by Philippe Mathieu, Fernando De la Prieta.
Springer Nature - Springer Computer Science (R0) eBooks 2025 English International Available online
View online- Format:
- Book
- Author/Creator:
- Mathieu, Philippe.
- Series:
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 15157
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Data structures (Computer science).
- Information theory.
- Software engineering.
- Computer engineering.
- Computer networks.
- Artificial Intelligence.
- Data Structures and Information Theory.
- Software Engineering.
- Computer Engineering and Networks.
- Local Subjects:
- Artificial Intelligence.
- Data Structures and Information Theory.
- Software Engineering.
- Computer Engineering and Networks.
- Physical Description:
- 1 online resource (370 pages)
- Edition:
- 1st ed. 2025.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
- Summary:
- 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.
- Contents:
- PAAMS 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.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 9783031704154
- OCLC:
- 1472988660
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