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28 followers · 5 following
  • Mannheim, Germany

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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2
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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2
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ashishrana160796/README.md

Hi there, Visiting Human 👋 or Pretense Human 🤖

Here is a quick introduction of me!!
  • 👁️‍🗨️ Click & Practice my liveProject: Reinforcement Learning for Self-driving Vehicles, & have a journey through different practical Reinforcement Learning concepts with awesome liveBook & liveVideo resources. Be seeing you there!!
  • 💼 Professionally Working On: i.) Software Engineering in Computer Vision; ii.) Transformer models on time-series data
  • 📊 Presentations & Conferences: Couchbase Connect.ONLINE (2020), ICTAI (IEEE 2019), CCCI 2021 (Best Paper Award), AAAI 2022 SDU, Touché IR Workshop (CLEF 2022)
  • 💻 Personally Working On: Multi-Agent Reinforcement Learning for Sparse Reward Use-cases (Thesis with InES, University of Mannheim), Cute Research Projects on arana-initiaves
  • ⛳ Currently Learning: Transformer architectures, MARL System Design
  • 📚 Currently Reading: Research Papers on CV, Transformers, RL, MARLS
  • 📬 Reach Me Via: Email and LinkedIn Only
  • 🧮 Important Life Rule: (1.01)365 - (0.99)365 !!

Pinned

  1. cautious-integration-analysis cautious-integration-analysis Public

    Some dissection analysis of integration of multiple tools

    Jupyter Notebook 4 2

  2. prototyping-self-driving-agents prototyping-self-driving-agents Public

    This repository contains python code notebooks for the Manning liveProject: Prototyping self-driving agents in OpenAI Gym with Reinforcement Learning

    Jupyter Notebook 4 2

  3. analyzing-cooperative-marls analyzing-cooperative-marls Public

    This repository contains implementations for reward shaping based governance kernel layer experiments

    Jupyter Notebook 1

  4. arana-initiatives/agro-point-cloud-seg-pipeline arana-initiatives/agro-point-cloud-seg-pipeline Public

    This repository contains experimentation for the IE 694's AI in agriculture portfolio.

    Jupyter Notebook