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kosmitive/README.md

kosmitive

I am an expert in probabilistic algorithms for decision-making systems where uncertainty, dynamics, and constraints matter. Feel free to contact me here or through discord.

core areas

  • 🤖 reinforcement learning & control
  • 📐 state-space models
  • 🧠 bayesian & probabilistic modeling

delivery capabilities

  • 🧪 reproducible, research-quality implementations
  • ⚡ edge-optimized implementations
  • ☁️ scalable systems on distributed clusters

primary stack: python, jax, ray, numpyro, torch, scipy, rust

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  1. reproduction-classwise-shapley reproduction-classwise-shapley Public

    Code to reproduce the paper "[Re] Classwise-Shapley Values for Data Valuation [2024]."

    TeX

  2. burrolib burrolib Public

    Burrolib provides a library for multi-agent Markov games for researchers. It considers Markov games from an economical perspective. The modular agent design allows different agent implementations f…

    Python 4

  3. abstract_rl abstract_rl Public

    A modular python implementation of various policy gradient algorithms for use in control problems on experimental quanser robots. This repository includes implementations of Maximum A Posteriori Po…

    Python 2

  4. bootstrapped-dqn bootstrapped-dqn Public

    An implementation of boostrapped DQN (https://arxiv.org/abs/1602.04621). It was created during my bachelor thesis at TU Darmstadt, and you can find thesis at http://www.ias.tu-darmstadt.de/uploads/…

    Python 1