Search Unity

Launched a ML-Agent Environment: The Mayan Adventure, would love to hear your feedback.

Discussion in 'ML-Agents' started by simonini_thomas, Mar 25, 2020.

  1. simonini_thomas

    simonini_thomas

    Joined:
    Apr 30, 2015
    Posts:
    33
    Hey there,

    I’m launching the Mayan Adventure. An open-source deep reinforcement learning environment on Unity ML-Agents.


    In this environment, you train your agent (Indie) to find the golden statue in this dangerous environment full of traps. Your agent will learn to cross the bridge, change its physics to cross the fire etc.

    I designed the project to be as modular as possible, it means that you will be able to create new levels and new obstacles. I’m currently working on two new levels: a rotating bridge and a rolling boulder level.

    The Article: https://towardsdatascience.com/unity-ml-agents-the-mayan-adventure-2e15510d653b

    The Environment: https://github.com/simoninithomas/the_mayan_adventure

    The video of the trained agent:


    I would love to hear your feedback about this project, what you think about it, what could be improved etc.
    Thanks
     
    simonini_thomas, Mar 25, 2020
    #1

  2. jeffrey_unity538

    jeffrey_unity538

    Unity Technologies

    Joined:
    Feb 15, 2018
    Posts:
    59
    awesome project and write up!
     
    jeffrey_unity538, Mar 25, 2020
    #2