Laura Giannantoni

PhD Student in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)

Fellow
Department of Control and Computer Engineering (DAUIN)

Docente esterno e/o collaboratore didattico
Department of Control and Computer Engineering (DAUIN)

Profile

PhD

Research topic

Multi-Agent Deep Reinforcement Learning for complex systems design

Tutors

Research interests

Life and medical sciences
Machine Learning
Distributed computing methodologies
Modeling and simulation
Operations research
Artificial intelligence

Biography

EDUCATION
  • 2016. MSc in Computer Engineering, Polytechnic University of Turin, 108/110
    • Thesis title: Development of algorithms and tools for classification of biological data using non-coding RNA.
  • 2014. BSc in Computer Engineering, Polytechnic University of Turin
    • Minor in Telematics.
WORK EXPERIENCE
  • 2020 - now. Research engineer, Polytechnic University of Turin & cultura
    • Design and development of a distributed multiscale framework for ontogenesis simulation and generation of optimized biofabrication protocols
  • 2020 - 2020. Research engineer, University of Turin & Candiolo Cancer Institute - IRCCS
    • Design and development of a Computer Aided Diagnosis (CAD) system for identification of prostate cancer based on MRI segmentation
  • 2019 - 2019. Teaching assistant, Polytechnic University of Turin
    • Programmazione di sistema (System and device programming) MSc course, C++ laboratory
  • 2016 - 2019. Research assistant, Polytechnic University of Turin
    • Machine learning techniques for large-scale visual and spatio-temporal data analysis
    • Big Data and Machine Learning techniques for network monitoring and analysis

Skills

ERC sectors

PE6_6 - Algorithms, distributed, parallel and network algorithms, algorithmic game theory
PE6_7 - Artificial intelligence, intelligent systems, multi agent systems
PE6_13 - Bioinformatics, biocomputing, and DNA and molecular computation
PE6_12 - Scientific computing, simulation and modelling tools
PE6_3 - Software engineering, operating systems, computer languages

Teaching

Teachings

Master of Science

Bachelor of Science

  • Algorithms and Programming. A.A. 2022/23, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
  • Algorithms and Programming. A.A. 2023/24, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso

Publications

PoliTO co-authors

Last years publications

Latest publications View all publications in Porto@Iris