Presentations
U.J. Mele. 2023. Integrating Monte Carlo Tree Search with Deep Learning - From AlphaGo to MuZero. Guest Lecture, Artificial Intelligence, MS course at the Università della Svizzera italiana.
U.J. Mele. 2023. Minimax and Alpha-Beta Pruning for Game Theory. Guest Lecture, Artificial Intelligence, MS course at the Università della Svizzera italiana.
U.J. Mele. 2023. AI Giants: Understanding and Applying Foundation Models. Guest Lecture, Optimization Models and Algorithms for Digital and Creative Industries, MS course at the Università degli studi di Modena e Reggio Emilia.
U.J. Mele. 2023. Deep Learning, Transformers and GPT models. Guest Lecture, Optimization Models and Algorithms for Digital and Creative Industries, MS course at the Università degli studi di Modena e Reggio Emilia.
U.J. Mele, L.M. Gambardella, R. Montemanni. 2022. Rainbow Deep Q-Learning to Solve the Orienteering Problem with Stochastic Travel Time and Time windows. Oral presentation at the 9th International Conference on Industrial Engineering and Applications (Europe), Virtual Event, Barcellona, Spain.
U.J. Mele. 2022. Using Machine Learning to solve Combinatorial Optimization problems. Dissertation Proposal defended at the Università della Svizzera Italiana, Lugano, Switzerland.
U.J. Mele. 2022. A New Constructive Heuristic Driven by Machine Learning for the Traveling Salesman Problem. Guest Lecture, Artificial Intelligence, MS course at the Università della Svizzera Italiana.
U.J. Mele. 2022. Machine Learning and Searching Algorithms. Guest Lecture, Optimization Models and Algorithms for Digital and Creative Industries, MS course at the Università degli studi di Modena e Reggio Emilia.
U.J. Mele. 2022. Non Linear Optimization. Guest Lecture, Optimization Models and Algorithms for Digital and Creative Industries, MS course at the Università degli studi di Modena e Reggio Emilia.
U.J. Mele, L.M. Gambardella, R. Montemanni. 2021. Machine Learning Approaches for the Traveling Salesman Problem. Oral presentation at the 5th AIROYoung Workshop and AIRO PhD School 2021 Joint Event, Virtual Event, Naples, Italy.
U.J. Mele, L.M. Gambardella, R. Montemanni. 2019. Traveling Salesman Problem and Machine Learning. Oral presentation at the International Conference on Optimization and Decision Science (ODS-AIRO), Genua, Italy.
U.J. Mele, L.M. Gambardella, R. Montemanni. 2019. Deep Neural Networks for the TSP. Oral presentation at the 30th European Conference on Operational Research, Dublin, Ireland.
U.J. Mele, P. Brutti, S. Panunzi, A. De Gaetano. 2019. Statistical Inference for Latent Stochastic Differential Mixed Effects Models. Oral presentation at the Master Degree in Data Science, Rome, Italy.