Giorgia Adorni


Ph.D. Student
Intelligent Tutoring and Assessment Systems in Education

About

Ph.D. Student at IDSIA working on Intelligent Tutoring and Assessment Systems in Education. Interested in research in Robotics, Machine Learning and AI in education.

Defined by others as an ambitious person, quick learner and multitasker.
Defined by myself as a resolute and hardworking person, able to take on multiple responsibilities.

Always up for a good challenge. Nothing thrills me quite like looking for opportunities to learn, grow and make a difference.

Get in touch!

Projects

2019–2020

lstm-for-text-prediction
Implementation of a text generator based on Long Short-Term Memory (LSTM).
(Deep Learning Lab course @USI)

deep-q-network-atari-games
Implementation of a Deep Q-Network agent, based on Mnih et al., 2015.
(Deep Learning Lab course @USI)

ros-turtlesim-controller
A simple ROS node that controls a turtle in turtlesim.
(Robotics course @USI)

mighty-controller
An open loop controller that moves a Thymio in Gazebo.
(Robotics course @USI)

learning-relative-interactions-through-imitation
Learn to perform specific interactions between a marXbot robot and objects in the environment, using the simulator Enki.
(Robotics course @USI)

learning-robot-swarm-controllers
Master’s thesis project that simulates robot swarms for learning communication-aware coordination using imitation learning approaches.
(@USI)

2018–2019

mosquito-disease-spread-rate-prediction
A supervised classification model capable of predicting whether or not WNV virus will be detected in a certain trap every week.
(Data Technology and Machine Learning course @UNIMIB)

viterbi-algorithm-for-hmm
An implementation of the Viterbi Algorithm for training Hidden Markov Models.
(Probabilistic Models for Decisions course @UNIMIB)

likelihood-weighting-sampling
A Python implementation of the likelihood weighting approach for Bayesian Network sampling.
(Probabilistic Models for Decisions course @UNIMIB)

misspelling-corrector
Misspelling corrector based on Hidden Markov Models and Noisy Channel Model.
(Probabilistic Models for Decisions course @UNIMIB)

dct2-compression
DCT2 implementation with Faster-than-light Fourier Transform.
(Methods of Scientific Calculation course @UNIMIB)

comparison-of-cholesky-decomposition-implementations
A study of the implementation of the Choleski method for the resolution of linear systems for sparse, symmetric and positive definite matrices. Comparison based on different open source programming environments and MATLAB implementation.
(Methods of Scientific Calculation course @UNIMIB)

human-disease-network
Human Disease Network: clustering and performance evaluation.
(Data Analytics course @UNIMIB)

2017–2018

neigh
Neighbour Joining algorithm for the creation of Phylogenetic Trees.
(Bioinformatics course @UNIMIB)

chess-recognition
A MATLAB library for recognition of La Settimana Enigmistica chess games.
(Image Processing course @UNIMIB)

learning-personality
Bachelor internship project that uses Neural Networks to predict personality traits from text written in natural language.
(@UNIMIB)

Thesis

Bachelor thesis:
Neural networks for learning personality traits from natural language

Master thesis:
Simulation of robot swarms for learning communication-aware coordination

Research

Work in progress...

Contacts

If you have any questions feel free to write an email.

You can also find me on GitHub, LinkedIn, Twitter and Instagram.