Modules running in the period selected: 43.
Click on the module to see the timetable and course details.
Di seguito sono elencati gli eventi e gli insegnamenti di Terza Missione collegati al docente:
Topic | Description | Research area |
---|---|---|
Intelligent agents | Design and development of autonomous entities that can sense, model and interact with the environment in which they operate. These area focuses on the interaction and integration of solution technques for several research topics such as automated planning and reasoning, reinforcement learning, statistical learning and reasoning in face of uncertainty. |
Artificial Intelligence
Distributed artificial intelligence |
Stochastic analysis | Stochastic analysis, theory of stochastic partial differential equations in finite/infinite dimension, randomly interacting particle systems,with applications to Mathematical Finance. |
Mathematical methods and models
Stochastic analysis |
Stochastic data-driven forecasting | Stochastic Data-Driven Forecasting focuses on integrating stochastic analysis with data-driven methods to enhance predictive accuracy in systems governed by random processes. By utilizing stochastic models, such as stochastic differential equations and time series with noise components, and calibrating them through machine learning on observed data, this field aims to yield robust probabilistic forecasts. Applications include dynamic systems in finance, climatology, and energy, where accurate uncertainty quantification is essential for predictive reliability and risk evaluation. |
Information Systems and Data Analytics
Stochastic Differential Equations |
Multi agent systems | Design and development of multiagent systems, where intelligent agents can interact among them, with the environment and with humans. This area focuses on the interaction and integration of solution techniques related to multiagent planning, statistical learning, multi-agent reinforcement learning and game theory. |
Artificial Intelligence
Distributed artificial intelligence |
Office | Collegial Body |
---|---|
member | Faculty Board of Interuniversity PhD in Mathematics - Department Computer Science |
member | Computer Science Teaching Committee - Department Computer Science |
member | Computer Science Teaching Committe - Department Computer Science |
Comitato scientifico del corso di aggiornamento in informatica ambientale - Department Computer Science | |
member | Computer Science Department Council - Department Computer Science |
componente senza diritto di voto | PhD School Board |
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