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9 followers · 18 following

Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

Organizations

@pet-comp-ufsc @seccom-ufsc @INE-UFSC

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Brenda-Machado/README.md
Kirby

Hi, I'm Brenda :)

Computer Science Student • Researcher • Tech Enthusiast

Federal University of Santa Catarina (UFSC) • Brazil

Website

🌟 About Me

> Currently exploring the AI, robotics, cibersecurity and programming
> Always curious about new technologies and tools
> Love to learn through experimentating and contributing

📊 GitHub Stats

Interests

> Research 
  - Adaptive robotics, evolution strategies
  - Behavior cloning, imitation learning
  - Deep learning applications
  - Evolutionary computation algorithms

> Interests
  - Game dev: art, simulation, character design
  - Cybersecurity: concepts, practices, career interest
  - Programming languages and useful tools

💻 Tech Stack

C++ Python Rust C

PyTorch Linux

🎓 Academic Journey

Computer Science, UFSC (2021 – 2026)

Research:

  • PIBIC Scholarship - Imitation Learning & Autonomous Driving (2024-2025)
  • Adaptive Robotics Project - Evolution Strategies & Niching Techniques & Hyperparameters Optimization (2021-2026)
  • PET Informática UFSC - Teaching, Research & Extension (2021-2026)
🏆 Achievements & Highlights
  • Published at GECCO'23 - Student Workshop in Lisbon, Portugal
  • GECCO'22 Scholarship - Attended conference in Boston, USA
  • Event Organization - SECCOM Academic Week (2022-2025), WSCAD'22, SBBD'24
  • PET Informática - Social media management, design, academic support, academic events, etc
╔ ════════════════════════════════════════════ ╗
║  💡 The birds were happily chirping today    ║
║ They're too simple to understand the future  ║
║    It's better to be like them, isn't it?    ║
╚ ════════════════════════════════════════════ ╝

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  1. stripped-down-version-of-evorobotpy2 stripped-down-version-of-evorobotpy2 Public

    A stripped-down version of evorobotpy2 with OpenAI-ES-NE and some experiments results. https://dl.acm.org/doi/10.1145/3583133.3596341

    Python 1

  2. evorobotpy2-with-ne evorobotpy2-with-ne Public

    Repository containing results and the algorithms described in the article: https://periodicos.ufsm.br/coming/article/view/85256

    Python 1

  3. simple-bc-tutorial simple-bc-tutorial Public

    This repository provides a comprehensive tutorial on implementing Behavior Cloning (BC) for autonomous driving using Convolutional Neural Networks (CNNs). The tutorial demonstrates end-to-end imita…

    Python 2

  4. BC-car-racing BC-car-racing Public

    Repositório do código desenvolvido em torno da pesquisa em Aprendizado por Imitação

    Python 1

  5. cooking_trouble cooking_trouble Public

    Cooking Trouble é um jogo de ação e estratégia em que o jogador controla um chef de cozinha em busca de ingredientes.

    Python

  6. llm-entropy-criptography llm-entropy-criptography Public

    PoC : Avaliação do Uso de Inteligência Artificial na Geração de Entropia para Chaves Criptográficas

    Python