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  1. MrWetsnow
    Post

    Write into S3 bucket?

    I have alternative options for you, if you don't get anywhere with directly changing the python. 1. Setup cron job that copies the data from the...
    Post by: MrWetsnow, Jul 14, 2020 in forum: ML-Agents
  2. MrWetsnow
    Post

    Observation Ray-cast

    Thank you for the clarification :)
    Post by: MrWetsnow, Jun 25, 2020 in forum: ML-Agents
  3. MrWetsnow
    Post

    Observation Ray-cast

    Based on answers in other threads, you can only use the no-graphics parameter if you are NOT doing ray casting.
    Post by: MrWetsnow, Jun 24, 2020 in forum: ML-Agents
  4. MrWetsnow
    Post

    Question Easy way to plot your variables in Unity or export them to python

    var statsRecorder = Academy.Instance.StatsRecorder; statsRecorder.Add("MyMetric", 1.0); :) That's all you need. "MyMetric" will now show up in...
    Post by: MrWetsnow, Jun 24, 2020 in forum: ML-Agents
  5. MrWetsnow
    Post

    Question Easy way to plot your variables in Unity or export them to python

    For simple graphs like this, you can use the Tensorboard integration. Your custom metrics will show up in Tensorboard. See:...
    Post by: MrWetsnow, Jun 24, 2020 in forum: ML-Agents
  6. MrWetsnow
    Post

    SensorComponents

    You are correct that you don't need to do anything. The observations from the Perception Sensor will be added to your other observations (if you...
    Post by: MrWetsnow, Jun 24, 2020 in forum: ML-Agents
  7. MrWetsnow
    Post

    CPU vs GPU

    By default, for training, it will use CPU. Based on the recommendations in other threads on this subject, you are better off using your CPU for...
    Post by: MrWetsnow, Jun 24, 2020 in forum: ML-Agents
  8. MrWetsnow
    Post

    Question about the training agent in client and server.

    Do you mean you need to do something manual in each environment? The way the --num-envs flag is meant to work is the following: 1. Build an...
    Post by: MrWetsnow, Jun 23, 2020 in forum: ML-Agents
  9. MrWetsnow
    Post

    ML-Agents Server Setup?

    I suppose you can always use something like 'netcat' to forward traffic from one machine to the other... I assume the connection is tcp based......
    Post by: MrWetsnow, Jun 22, 2020 in forum: ML-Agents
  10. MrWetsnow
    Post

    ML-Agents Server Setup?

    Sorry, I don't know the answer to that. Conceptually I think there is no issue here, as long as the latency between client and server is fast...
    Post by: MrWetsnow, Jun 22, 2020 in forum: ML-Agents
  11. MrWetsnow
    Post

    ML-Agents Server Setup?

    Something like: https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Training-on-Amazon-Web-Service.md
    Post by: MrWetsnow, Jun 22, 2020 in forum: ML-Agents
  12. MrWetsnow
    Post

    Question about the training agent in client and server.

    For your first question, the answer is yes. Pass the --num-envs N flag to mlagents-learn, where N is the number of environments you want to spawn.
    Post by: MrWetsnow, Jun 22, 2020 in forum: ML-Agents
  13. MrWetsnow
    Post

    Sensors and Space Size

    It will do it automatically.
    Post by: MrWetsnow, Jun 22, 2020 in forum: ML-Agents
  14. MrWetsnow
    Post

    Question [Not Solved 13/06]Using GPU not working

    For training you are better off using the CPU here, it's faster.
    Post by: MrWetsnow, Jun 13, 2020 in forum: ML-Agents
  15. MrWetsnow
    Post

    Resolved GPU Training using ML-Agents (CUDA & cuDNN)

    https://www.tensorflow.org/install/gpu has the versions you need to install. The latest ones will not work (or didn't for me a couple of months ago).
    Post by: MrWetsnow, Jun 12, 2020 in forum: ML-Agents
  16. MrWetsnow
    Post

    How to train agent once an Action no longer affects outcome

    You definitely do not need an observation about the mask.
    Post by: MrWetsnow, Jun 12, 2020 in forum: ML-Agents
  17. MrWetsnow
    Post

    Boolean action for mouse clicks?

    But to answer your question more directly. I you want your action input to be a boolean, you would need to make sure you are using discrete vector...
    Post by: MrWetsnow, Jun 8, 2020 in forum: ML-Agents
  18. MrWetsnow
    Post

    Boolean action for mouse clicks?

    What is your agent in this case? What is it that you want your agent to learn to do?
    Post by: MrWetsnow, Jun 8, 2020 in forum: ML-Agents
  19. MrWetsnow
    Post

    Resolved Learning rate drops to 0

    The learning rate and entropy will both decrease over time, this is normal.
    Post by: MrWetsnow, Jun 7, 2020 in forum: ML-Agents
  20. MrWetsnow
    Post

    Question Speed of the Training

    mlagents-learn --time-scale=1
    Post by: MrWetsnow, Jun 7, 2020 in forum: ML-Agents
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