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filobayesian/README.md

The theory of probabilities is at bottom nothing but common sense reduced to calculation

Pierre-Simon Laplace

🪽 About me

  • 3rd year Econ @ Bocconi
  • Currently exploring Extreme Value Theory

🥼 Research Oriented Projects

With ⁠ Braico ⁠ and Vitto we explored ARC–AGI with Reinforcement Learning:

  • ⁠ ARC (v1) ⁠: Custom DSL and action space with Wolpertinger Actor-Critic for large combinatorial domains.
  • ⁠ ARC (v2) ⁠: Added learnable action embeddings and ViT state encoding with a pretrained world model.
  • ⁠ ARC (v3) ⁠: World modeling.

Under the CS department @ Bocconi we are working on:

  • 'RL World Models': Benchmarking JEPA vs. ViT encoder–decoder world models in RL environments.

🌐 University Projects

💭 Personal Projects

❕ Current Interests

  • Building InkRL with Vitto and Andre .
  • Exploring Exepctiles with EVT in time series for my thesis.

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