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  1. vincentgao88
    Post

    GAIL with visual observations

    Also how much memory is your environment taking, is that the cause of the memory issue?
    Post by: vincentgao88, Jun 16, 2020 in forum: ML-Agents
  2. vincentgao88
    Post

    GAIL with visual observations

    Hi andrej_, I guess if you keep running into memory issue, you can train with GAIL and resume with GAIL with a smaller demo file with GAIL...
    Post by: vincentgao88, Jun 16, 2020 in forum: ML-Agents
  3. vincentgao88
    Post

    Question Can ML agents step with Asynchronous methods？

    Hi smartriver97, what is your use case for such asynchronous method?
    Post by: vincentgao88, Jun 16, 2020 in forum: ML-Agents
  4. vincentgao88
    Post

    Has anyone managed to retrain the ML soccer agents on their home machine? How long did it take?

    Since Soccer environment is a adversarial environment, it is suppose to converge at 0 reward.
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  5. vincentgao88
    Post

    Is there 2D example environment ?

    Currently we don't, but you should be able to create such environment by yourself.
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  6. vincentgao88
    Post

    'mlagents-learn' is not recognized as an internal or external command, operable program or batch fil

    We used to have a doc that used Anaconda, but later on we tried to unify the installation workflow across Mac, Linux and Windows, so we decided to...
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  7. vincentgao88
    Post

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

    +1 @MrWetsnow , the version of CUDA depends on your tensorflow version.
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  8. vincentgao88
    Post

    ImportError: DLL load failed: Unable to find specific module.

    @celion_unity
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  9. vincentgao88
    Post

    Question Is it possible to train Food Collector agents as single-agent like a community

    @andrewcoh_unity
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  10. vincentgao88
    Post

    Resolved Environment Definition

    To understand these details, I would recommend some good RL courses (For example david silver's course here: [MEDIA])
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  11. vincentgao88
    Post

    Resolved PPO and Q-Learning

    PPO also works with discrete action space and discrete observation space. Currently Q-learning is not implemented in ML-agents
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  12. vincentgao88
    Post

    Resolved PPO Entropy & Curiosity Dirven & (ε-) Greedy Policy

    These are on totally different levels of training. To understand entropy you can refer to this article:...
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  13. vincentgao88
    Post

    Resolved PPO On-Policy or Off-policy

    PPO is a on-policy algorithm, you can learn about it more by looking at this paper. https://arxiv.org/abs/1707.06347
    Post by: vincentgao88, Jun 15, 2020 in forum: ML-Agents
  14. vincentgao88
    Post

    ML Agents Google Colab Virtual Display

    Hi AntonOhammar, I think someone had already tried this and made it work. You can refer to here:...
    Post by: vincentgao88, Mar 3, 2020 in forum: ML-Agents
  15. vincentgao88
    Post

    Training using Imitation Learning

    Hi kvlm, I would highly recommend use our newest version of mlagents (v0.14.1), and try out the GAIL feature.
    Post by: vincentgao88, Mar 3, 2020 in forum: ML-Agents
  16. vincentgao88
    Post

    Output of .nn model

    Nice, glad it worked.
    Post by: vincentgao88, Mar 3, 2020 in forum: ML-Agents
  17. vincentgao88
    Post

    Running ML Agents inside Docker

    Hi @sahandrez, unfortunately we've deprecated our docker solution, and it probably doesn't work for now.
    Post by: vincentgao88, Mar 3, 2020 in forum: ML-Agents
  18. vincentgao88
    Post

    Output of .nn model

    Hi Procuste, All of the .nn models are understood by Barrcuda as long as you can use tensorflow-to-barracuda.py to convert it. And you should be...
    Post by: vincentgao88, Mar 3, 2020 in forum: ML-Agents
  19. vincentgao88
    Post

    Installed according to github installation, can't find Project-Create-MLAgents

    Hi ez303, I highly recommend you check our this tutorial:...
    Post by: vincentgao88, Mar 3, 2020 in forum: ML-Agents
  20. vincentgao88
    Post

    Testing ML-Agents 0.6.0

    For 0.6 the tensorflowsharp plugin is still downloadable here: https://s3.amazonaws.com/unity-ml-agents/0.5/TFSharpPlugin.unitypackage
    Post by: vincentgao88, Feb 7, 2020 in forum: ML-Agents
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