Gianluca Aguzzi

Publications

• A Programming Approach to Collective Autonomy
• Encouraging users in waste sorting using deep neural networks and gamification
• Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming
• Research directions for Aggregate Computing with Machine Learning
• ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming
• Towards Reinforcement Learning-based Aggregate Computing
• A field-based computing approach to sensing-driven clustering in robot swarms
• Dynamic Decentralization Domains for the Internet of Things
• MacroSwarm: A Field-Based Compositional Framework for Swarm Programming
• ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala
• LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis
• Field-Based Coordination for Federated Learning
• ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design
• ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning
• MacroSwarm: a Scala Framework for Swarm Programming
• Towards Intelligent Pulverized Systems: a Modern Approach for Edge-Cloud Services
• Space-Fluid and Time-Fluid Programming
• Learning Opportunities in Collective Adaptive Systems
• Self-organisation programming: a functional reactive macro approach
• ScaFi: A Scala DSL and toolkit for aggregate programming
• Machine learning for aggregate computing: a research roadmap
• Addressing collective computations efficiency: Towards a platform-level reinforcement learning approach
• ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design
• Field-Based Coordination for Federated Learning
• Software Engineering for Collective Cyber-Physical Ecosystems
• Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More
• Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions
• Field-informed reinforcement learning of collective tasks with graph neural networks
• Proximity-based Self-Federated Learning
• MacroSwarm: A scala framework for swarm programming
• Optimising Aggregate Monitors for Spatial Logic of Closure Spaces Properties
• Privacy-preserving LLM-based chatbots for hypertensive patient self-management