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  • University of Pisa
  • Pisa

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marcopetix/README.md

Hi there, I'm Marco ๐Ÿ‘‹

AI researcher at the National Institute of Nuclear Physics, University of Pisa
AI Developer at Beam Me Up for LLM-based Solutions
Passionate about Reinforcement Learning, LLMs, and AI for Games


๐ŸŒŸ About Me

  • ๐ŸŽ“ MSc in Computer Science (AI track), University of Pisa, graduated cum laude
  • ๐Ÿ”ฌ Currently working at the National Institute of Nuclear Physics, University of Pisa, on Artificial Intelligence projects:
    • Developing a transient noise classification pipeline for the VIRGO interferometer
    • Researching reinforcement learning applications
  • ๐ŸŽฎ Pursuing autonomous projects on AI applications in games, focusing on RL and LLMs
  • ๐Ÿ› ๏ธ Building open-source showcase projects to share research and learning

๐Ÿš€ Current Projects (work in progess)

  • ๐Ÿงฉ Reinforcement Labyrinth: Multi-agent reinforcement learning in an evasion-based environment with procedural labyrinth and adversarial dynamics
  • ๐Ÿง  Hack Coach: LLM-powered assistant for NetHack, helping players plan actions, understand quests, and improve their roguelike runs through real-time game knowledge and guidance
  • ๐ŸŒ Personal Website: Portfolio to showcase projects, research, and blog posts

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  1. unipi-msc-ai-projects unipi-msc-ai-projects Public

    Curated portfolio of AI projects, mini-projects, and reviews completed during my Masterโ€™s in Computer Science (AI track) at the University of Pisa

    Jupyter Notebook

  2. msc-thesis-pi-pact msc-thesis-pi-pact Public

    MSc thesis project on behavior-aware transfer learning in reinforcement learning, using ฯ€-vectors and GMMs for policy characterization and adaptive knowledge transfer.

    Python