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ISLa - Intelligent Systems Lab

The research group of the Intelligent System Lab (ISLa) aims at developing methodological and applied research in artificial intelligence, machine learning and data analysis for intelligent systems. The methodologies investigated range from reinforcement learning and planning under uncertainty to multi-agent coordination, probabilistic modeling and statistical data analysis. The application domains range from robotics and industry 4.0 to cybersecurity and cyber physical systems, to provide a few examples. The group participates in national and international projects, and has collaborations with Italian and foreign research centers.
URL
https://isla-lab.github.io/

Federico Bianchi
PhD student
Alessandro Farinelli
Full Professor
Daniele Meli
Temporary Assistant Professor
Alberto Castellini
Associate Professor
Luca Marzari
PhD student
Francesco Trotti
PhD student
Topic Research area
Intelligent Agents Intelligenza Artificiale
Artificial intelligence
Intelligent agents Intelligenza Artificiale
Distributed artificial intelligence
AI & robotics Intelligenza Artificiale
Planning and scheduling
Unsupervised learning Intelligenza Artificiale
Machine learning
Reinforcement learning Intelligenza Artificiale
Machine learning
Supervised learning Intelligenza Artificiale
Machine learning
Deep learning Intelligenza Artificiale
Machine learning
Explainable artificial intelligence Intelligenza Artificiale
Machine learning
Planning under uncertainty Intelligenza Artificiale
Planning and scheduling
Multi-agent planning Intelligenza Artificiale
Planning and scheduling
Neurosymbolic planning Intelligenza Artificiale
Planning and scheduling
Multi agent systems Intelligenza Artificiale
Distributed artificial intelligence
Title Managers Sponsors Starting date Duration (months)
Automatic process control for energy saving and resource recovery in waste water management Alessandro Farinelli Mar 28, 2014 12
COREWOOD - Riposizionamento competitivo del la filiera del legno Franco Fummi Regione del Veneto Nov 7, 2017 36
GHOTEM - Global House Thermal & Electrical Energy Management Franco Fummi Regione del Veneto Nov 7, 2017 36
INTCATCH- Development and application of Novel, Integrated Tools for monitoring and managing Catchments Alessandro Farinelli Unione Europea Jun 1, 2016 44
EXPO-AGRI - EXtra-field Plant Observation for monitoring and forecast of agricultural infections - Joint Projects 2015 Davide Quaglia Agricontrol snc di Balbo e Secco, Ateneo, Centro di sperimentazione e assistenza agricola - CERSAA Feb 1, 2016 24
Model-Based Design and Verication Flow for Embedded Vision Applications Nicola Bombieri INdAM Feb 26, 2019 12
Piattaforme di servizio P2P: rete logica, requisiti e strumenti (PRIN 2008) Damiano Carra PRIN VALUTATO POSITIVAMENTE Jan 27, 2010 24
ROS-based design and synthesis of monitors for semi-formal verification of robotics applications Graziano Pravadelli GNCS National Group for Scientific Computation INDAM Mar 9, 2020 12
Study and development of machine learning techniques for data prediction. Alessandro Farinelli, Luca Di Persio Terranova s.r.l. Oct 22, 2019 12
Support for data acquisition, management and analysis in the context of "smart-land" applications Alessandro Farinelli Smartea s.r.l. Jan 27, 2020 12
Development of an ICT platform for sport performance analysis Davide Quaglia ALLEGRETTI ALBERTO & C. sas Dec 13, 2016 3

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