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Achievement: QuickdrawAchievement: StarstruckAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

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@PEQUI-MEC @AKCIT-RL

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bryanoliveira/README.md

Hi there 👋 I'm Bryan

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I'm an AI researcher and PhD student in Computer Science at the Federal University of Goiás, where I lead interdisciplinary research teams at CEIA and AKCIT. My work is on agents that make good decisions under uncertainty — combining Deep RL, information-seeking behavior, and Bayesian methods.

  • 🎓 PhD student in Computer Science (UFG) · MSc 2025
  • 🔭 Leading research on RL algorithms, agents that reason under uncertainty, and autonomous humanoid robots
  • 📄 Recent work at NeurIPS, AAAI, ICLR, and ICML
  • 💬 Ask me about Deep RL, LLMs, multi-agent systems, and the path from theory to deployment

📚 Highlighted Publications

Paper Venue
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in RL ICML 2025
Learning Without Critics? Revisiting GRPO in Classical RL NeurIPS 2025 Workshop
Reinforcement Learning for Debt Pricing: A Case Study in Financial Services RLC 2025 Workshop
InfoQuest: Evaluating Multi-Turn Dialogue Agents RLC 2025 Workshop (Oral)

See more on Google Scholar →

⚡ Fun fact: I once wrote a program that simulates Life within Life itself:

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  1. sliding-puzzles-gym sliding-puzzles-gym Public

    A scalable benchmark for state representation learning in visual reinforcement learning.

    Python 17 1

  2. cellular-automata cellular-automata Public

    A cellular automata program built with C++, OpenGL, CUDA and OpenMP.

    Jupyter Notebook 11 3

  3. soccer-twos-env soccer-twos-env Public

    A Python package to wrap a compiled soccer-twos reinforcement learning environment with gym-compatible interfaces.

    Python 28 10

  4. habla habla Public

    A coding assistant for entire codebases.

    Python 9 1

  5. unity-zombit unity-zombit Public

    A Unity3D, multiplatform, retro wave top-down shooter with addictive gameplay.

    C# 7

  6. PY-VSSS-INF PY-VSSS-INF Public

    Forked from PEQUI-MEC/PY-VSSS-INF

    Python implementation of IEEE Very Small Sizer Soccer by Pequi Mecânico INF team version

    Python