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pulkitgoyal56/README.md

Hi there 👋

I'm currently,

  • 📚 reading about abstraction and learning symbolic representation in reinforcement learning
  • 🖼️ finalizing my project on Building Visual Semantic Bias in Curious Exploration during Free Play
  • 🚀 preparing to release my fNIRS data analysis pipeline library — fnirsPy

I recently,

  • 🧠 finished a research internship at the Cognitive Neurorobotics Unit at Okinawa Institute of Science and Technology in Japan
    • I was working on using variational bayesian techniques from RL, the Free Energy Principle, and Active Inference to develop a computational model of OCD
  • 📖 finished my Master's in Neural Information Processing from the University of Tübingen

Pinned Loading

  1. fnirsPy fnirsPy Public

    Wrapper for MNE that makes fNIRS data analysis easier

    Jupyter Notebook 5

  2. spike_video spike_video Public

    Creates different animated plots from electrophysiology data to be synchronsed and added to a video

    Python 2

  3. bayesian-ocd bayesian-ocd Public

    Forked from oist-cnru/The-Bayesian-Behavior-Framework

    Computational Modeling of Goal-directed and Habitual Behavior in Obsessive Compulsive Disorder using Active Inference and Reinforcement Learning

    MATLAB 2

  4. flatnet flatnet Public archive

    Experiments with entropy regularization to reduce false positive classifications, on a toy CNN classifier for pixelated MNIST images

    Python 2

  5. Tangram Tangram Public

    A Tangram (Gym) environment for Reinforcement Learning experiments

    Python 2

  6. HCP-Playground HCP-Playground Public archive

    Human Connectome Project Playground

    Jupyter Notebook 1