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  • Flapjackphil's GE Bot


    flapjackphil

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    Hello all! I have been exploring the capabilities of DreamBot’s API, and have started a project aimed at creating a powerful GE botting script for automated marching. The goal is to incorporate machine learning to create a layer of logic for the bot that will accurately identify smart investments and items to merch. The design for this bot would be composed of the following parts:

     

    1. A dynamic API for retrieving Grand Exchange item data from both OSBuddy, and the Jagex API.
    2. This data is gathered and used for relational machine learning algorithms to create a comprehensive decision tree for the bot’s layer of logic.
    3. A side layer of anti-detection (this has yet to be fully explored)
    4. The front end bot client covering the anti-detection and logic layers.

     

    Conceptually I have a pretty good idea of the direction I’m going to take for these things. I want to use this thread to keep people updated on my progress, and more importantly, provide a medium for input and critique. I’d love to hear what any of your think about this.

     

    Current Check-List

    • Create an API for GE data access.
      • Create Exchange configuration classes (mostly done)
      • Create OSBuddy JSONParser
      • Create OSBuddy API Connection
      • Create Jagex JSONParser
      • Create Jagex API Connection
      • Create Item model
      • Exchange factory interface
    • Gather historical GE data
      • Create historical data schema (MySQL)
      • Create GE data gathering script
      • Analyze data
    • Create logic layer
      • Create instance dataset (arff file)
      • Research most optimal algorithm approach (dependant on historical data)
      • Implement algorithm
      • Create logic interface for bot to access
    • Create anti-detection layer
      • Needs research
    • Create bot client
      • Create buy/sell bot controller
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    GETracker has more accurate data. OSB's Json updates less frequently if I'm correct.

    From my understanding of what I researched about GETracker, they get their data from OSB's API. I might have misunderstood that though.

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    From my understanding of what I researched about GETracker, they get their data from OSB's API. I might have misunderstood that though.

     

    They have a discord channel, so you're more than welcome to ask.

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