Foto del docente

Andrea Asperti

Professor

Department of Computer Science and Engineering

Academic discipline: INF/01 Informatics

Teaching

Recent dissertations supervised by the teacher.

First cycle degree programmes dissertations

  • Estensione a due stadi di modelli VAE per la generazione di immagini
  • Generazione di attributi facciali mediante Feature-wise Linear Modulation
  • Genetic Evolution of Neural Networks
  • Geometric deep learning
  • Investigating Single Translation Function CycleGANs
  • Machine Learning Software for Automated Satellite Telemetry Monitoring
  • Performance dei Variational Autoencoders in relazione al training set
  • Reti neurali iterative per la generazione di immagini
  • Tecniche di deep learning per l'object detection

Second cycle degree programmes dissertations

  • Apprendimento con rinforzo applicato allo scheduling dei treni per la Flatland challenge
  • Convolutional Neural Networks for Image Style Transfer
  • Deep Reinforcement Learning and sub-problem decomposition using Hierarchical Architectures in partially observable environments
  • Experience Replay in Sparse Rewards Problems using Deep Reinforcement Techniques
  • FLATLAND: A study of Deep Reinforcement Learning methods applied to the vehicle rescheduling problem in a railway environment
  • Reinforcement Learning in Rogue
  • tecniche di deep learning applicate a giochi atari