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Learning / Growing
🎓
Learning / Growing
38 followers · 384 following
  • Leipzig University
  • Germany
  • 12:45 (UTC +02:00)

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HenningBeyer/README.md

Hi there 👋

Welcome! 👋

  • 💻 I'm currently involved in the Molceular Nanophysics Group Leipzig, where I've worked out beginner tasks around RL, DL, XAI, and MARL in demand.

  • 🕵️‍♂️ I'm currently interested: Swarm optimization, swarm control, analysis and optimization of multi-agent systems.

  • 🌱 I'm currently learning: Intelligent Matter, Soft-Matter, applied optimization, and a more solid understanding of physics.

  • 💬 Ask me about: anything about applied ML and RL, MARL – I've enjoyed these way too much back then.

  • 🔭 It would be very interesting to learn about: Intelligent Matter, Soft-Matter, Nanorobotics, Physical Reservoirs / Physical Multi-agent Systems (PMAS), Physical alignment / Physical system optimisation and control

  • 🔮 Nothing is certain for any physical observer and actor subjected to relative interactions to the surrounding environment. Maybe I'll be optimizing complex setups in photonics, quantum computing, or complex systems in power markets, or even work with systems related to Multi-agent-systems – everything is awesome in the right group.

  • 🎓 I have very borad and interdisciplinary interests in AI, Physics, and Applied Optimisation. Interesting areas are:

    • ML / XAI / DL / RL / MARL / Decision intelligence / Physics / Computing
    • Data-Driven Science / Modelling / Simulation / Optimization / Control
    • Mathematical Programming, Game Theory, Swarm Optimisation, Evolutionary Optimisation
    • Industrial Applications such as: Quantum Computing, Robotics, Trading, Power Markets
    • Physics areas such as: Responsive Matter, Active Matter, Adaptive Matter, Intelligent Matter, Nano-Robotics, Photonics, Complex Systems, PIML
    • Foundation Models such as: GNNs, Diffusion Models, Transformers, ...

Pinned Loading

  1. Project-Collection Project-Collection Public

    A collection of multiple side projects which could be completed within 2 months.

    Jupyter Notebook

  2. RL_Pendulum_Physics_Environment RL_Pendulum_Physics_Environment Public

    A simulated pendulum with a flexible interface for reuse as RL environment.

    Python

  3. TradeAI TradeAI Public

    Jupyter Notebook 1

  4. DetIE-with-ELECTRA DetIE-with-ELECTRA Public archive

    A research project in which ELECTRA is used within the DetIE model for increased performance.

    Python 1

  5. IMoJIE-Faster-Copy-Attention IMoJIE-Faster-Copy-Attention Public archive

    A research project / school project improving the speed of IMoJIE by fixing an implementation bottleneck.

    Jupyter Notebook