What is Curiosity? Mathematically?
A blog post where I explain how curiosity arises naturally from math in RL settings
Ciao,
I'm a physicist interested in machine learning, statistical physics, world modelling, reinforcement learning and biotech.
Blog
A collection of high-quality scientific blog posts that on a variety of topics.
Pochi ma
buoni.
Oniris
A small story about building a long-context World Model with no money.
Requirements for Self-Organization
What do you need to have a structure emerge spontaneously?
Logistic Map
A tour de force on chaotic systems, fractals and renormalization group.
What does Topology have to do with Physics?
A short blog post on some of the links between topology and physics.
Projects
A collection of some of my projects. Here you will find anything: Research projects, small SaaS companies with some paying customers, some actual papers, error propagation libraries and more!
Noteician
Automating doctor reports to save them time. We have users and are scaling up.
Probabilistic Q-learning
A way of doing first-principles off-policy RL by treating Q-values as probability distrubuitions that I developed during a weekend
Logvar Diffusion
A weekend project where I developed a diffusion modelling paradigm capable of estimating the confidence of his prediction
Screenshot Blog
A collection of thoughts that can fit in a Screenshot
Adversarial Takeover of Neural Cellular Automata
A paper in collaboration with Google and Allen Discovery center researchers, showing how to change an organism's properties by altering some of its cells.
Neural Environment
Code to quickly and efficiently train diffusion-based neural environments with just 500 lines of code.
Text-Diffusion
Generates text with diffusion models. A reproduction of the "Continous Diffusion for Categorical Data" paper by Deepmind.
Menzalib
A Python library for processing data from electronic instrumentation, calculating uncertainty, and outputting results to LaTeX.
Quantum Hamming and Reed-Solomon error correction
A repository for the Europe Qiskit Hackathon 2021, focusing on repurposing classic error correction codes for quantum systems.
Notes
Some notes from my university days, they are all in Italian.