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Sylforen/README.md

ParallaxGIF

Machine Learning Engineer · Computer Vision · Reinforcement Learning
Orica Digital Solutions · NUBots · UoN

SuperMarioAgent : The Learning Levels

Mario RL

• Vectorised sprite detection pipeline (OpenCV)
• ε-greedy reinforcement learning policy
• First successful completion after 17 epochs
• Environment: gym-super-mario-bros

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  1. mario-cv mario-cv Public

    A novel vectorised implementation of an epsilon-greedy policy for training a reinforcement learning agent in Super Mario Bros.

    Python 1

  2. GPSTracker GPSTracker Public

    A Kotlin-based geofencing tracker combining real-time location monitoring with a sensitive tilt sensor for danger zone prediction. Developed for Orica Hackathon #4 (2025) and successfully demonstra…

    Kotlin 1

  3. PSDCalc PSDCalc Public

    A particle size distribution calculator using Equiv Volume Boxes (EVB) to approximate synthetic rock volumes.

    Python 1

  4. Gymnasium Gymnasium Public

    Forked from Farama-Foundation/Gymnasium

    An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

    Python

  5. NUbots NUbots Public

    Forked from NUbots/NUbots

    The NUbots codebase

    C++

  6. sahi sahi Public

    Forked from obss/sahi

    Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

    Python