Projects
Incremental Preference Elicitation using the Choquet Integral
2023From a 2017 preference-elicitation algorithm to a Python implementation and, eventually, a recommender system for environmentally friendly grocery bundles.
Python · Choquet Integral · Preference Elicitation · Multicriteria Decision Making · Recommender Systems
Trentino Education
Dec 2022During this course, we created a Knowledge Graph that assists parents and students in locating schools in the Trentino area by city, municipality, school type, course length, instructional activity schedules, contact information, and education metrics. The project report is available at this link.
Python · SPARQL
DarkrAI, a Pareto ε-greedy policy
Aug 2022During this project we trained an agent for playing Pokémon battles starting from the classic Reinforcement Learning setup. We restricted the pool of possible next states using a Genetic Algorithm. The project report is available at this link.
Python · R · Git
Image Search Engine
May 2022The aim of this project was to create an image search engine, where a query image is fed to a model that would return the most similar images from a gallery.
Python · PyTorch · Git