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lorenzomagnino/README.md

🧩 Hi, I’m Lorenzo

I am currently at the University of Cambridge, working on Robotics and Collective Intelligence🤖.

Google Scholar Homepage Lab

🚀 Ongoing Research: My research lies in Bounded Rationality and Multi-Agent Robotics Systems.

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  1. DiffusionEquilibrium DiffusionEquilibrium Public

    [NeurIPS2025] Solving Continuous Mean Field Games: DeepRL for Non stationary Dynamics. A flow matching approach for learning the equilibrium distribution.

    Python 1 1

  2. yuchen-zhu-zyc/Learning-to-Stop yuchen-zhu-zyc/Learning-to-Stop Public

    [ICML 2025] Learning to Stop: Deep Learning for Mean Field Optimal Stopping

    Python 2

  3. Bench-JMFG Bench-JMFG Public

    [pre-print available] Benchmark in JAX for Stationary Mean Field Games

    Python 1

  4. roboML roboML Public template

    [template] RoboML: A lightweight, opinionated template for running machine learning and robotics research projects. It provides a standardized structure for experiments, data handling, logging, and…

    Python 2

  5. ProteinRL ProteinRL Public

    [Personal Project] A protein design gym environment where agents learn to build protein sequences with target motifs and charge neutrality. Developed as personal project during my time at InstaDeep…

    Python 1

  6. NanoImage NanoImage Public

    [Personal Project] What is a Neural Network? An implementation of a NN from scratch in pure Python (no external libraries) for Image classification (MNIST)

    Python 2