ns3-ai module

[Breno Melo]

Hello,

I am studying machine learning algorithms using the ns3-ai module to detect anomalies on the Internet of Vehicles. I read about it at https://apps.nsnam.org/app/ns3-ai/, but I did not understand how to use a separate neural network algorithm implemented in Python with NS3.

Thanks for any help.

[Rima Benelmir]

Hello,

Did you get some solution to integrate machine learning with NS3 ?

[Breno Melo]

Not yet. I am trying to follow the ns3-ai documentation.

[Ashar Tariq]

Search for ns3-gym. ns3 has a module that you can read about. There is a paper you can follow to implement machine learning with ns3. I have attached the paper.

https://apps.nsnam.org/app/ns3-gym/

https://github.com/tkn-tub/ns3-gym

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[Breno Melo]

Thank you so much, @tariq. I will take a look and see if it performs better than the ns3-ai module.

[Rima Benelmir]

@tariq thanks for sharing that , but i have a question : if my environment doesn't exist in the list of the API what should i do? knowing that i want to use 5G vehicular networks.

[Ashar Tariq]

As far as I understand, you will need to make your environment as they explain in the paper. There are also some examples in the provided ns3gym module, it has gym environment, ns3 code n along with that you'll need to make your agent in Python acc to your application.

On Mon, May 17, 2021 at 10:32 PM Rima Benelmir <rima.b...@gmail.com> wrote:

@tariq thanks for sharing that , but i have a question : if my environment doesn't exist in the list of the API what should i do? knowing that i want to use 5G vehicular networks.

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Muhammad Ashar Tariq,

Research Engineer

Wireless and Mobile Internet Laboratory 

Kyungpook National University, South Korea

[Silvestre Malta]

Hi,

 

Does anyone have tried ns3-gym with NS3 release ns-3.33 ?

Latest ns3-gym release is from December 2018.

 

BR,

SM

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[monikap...@gmail.com]

Hi,

I have tried with ns-3.29 and it works!

Thanks

Monika

PhD Research Fellow

[UUM LM]

Hello,

did anyone try ns3-ai module?

[Tom Henderson]

On 8/19/21 4:27 AM, UUM LM wrote:
>
> Hello,
> did anyone try ns3-ai module?

You may be interested in a recent tutorial on this module:

https://www.nsnam.org/research/wns3/wns3-2021/tutorials/

(see the second tutorial listed on that page)

- Tom

> On Friday, 14 May 2021 at 16:47:15 UTC+3 brenof...@gmail.com wrote:
>
> Hello,
>
> I am studying machine learning algorithms using the ns3-ai module to
> detect anomalies on the Internet of Vehicles. I read about it at
> https://apps.nsnam.org/app/ns3-ai/

> <https://apps.nsnam.org/app/ns3-ai/>, but I did not understand how

> to use a separate neural network algorithm implemented in Python
> with NS3.
>
> Thanks for any help.
>

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[UUM LM]

Hello Tom Henderson, I checked this tutorial and actually i was invited to the workshop, however I haven't get my code run, i think i need to re-read the paper once again and will post the update i got.

[Mubanga Nsofu]

Hi folks,

did anyone get ns3-ai working on a different example other than what was outlined in their paper?

Mubanga

[UUM LM]

Honestly I didn't find anything regarding it except the example.

I also struggle to learn ns-3, I think users are very conservative regarding using it.

I barely find material to go through.

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[Tom Henderson]

On 10/4/21 2:46 AM, UUM LM wrote:
> Honestly I didn't find anything regarding it except the example.
> I also struggle to learn ns-3, I think users are very conservative
> regarding using it.
> I barely find material to go through.
>

In case you are not aware of the below tutorial, there was a tutorial on
the use of the ns3-ai module in June, and materials are archived online:

https://www.nsnam.org/research/wns3/wns3-2021/tutorials/

- Tom

[Shey Janota]

Hi Monika,

I'm using ns3-gym as well but i'm having some doubts regarding the gameover condition for the interference pattern example.

Best Regards.

[prasanth marri]

Hi , i am using ns 3.34, i tried to install ns3gym, i followed the instructions given in the https://github.com/tkn-tub/ns3-gym, but it is showing error, can anyone help me to install

[Anandakrishnan Anil]

Hi, prasanth. Have you tried cloning the GitHub repository? Clone it to your desktop and then execute the pip command. It will work. I had faced the same issues initially.

[prasanth marri]

No I didn't tried by clone it, I will try it, if you don't can you share the knowledge.

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[prasanth marri]

i tried i cloned the git repository it working thank you

--

Thank you

MARRI PRASANTH,

[Gabriel Villagran]

Hi all, dear devs from NS3-AI

I'm working with the module and I have  the next question what is the difference on executing an example with ./waf --run "lte_cqi" instead of python3  run_online.py 

(I know that with ./waf I can generate the LOGS and use the visualization mode) or what is the correct way to execute the examples.

Thanks in advance

[Ehab Hegazy]

dears, hope you all are good 

I'm working on ns3-gym which is a framework that integrates both OpenAI Gym and ns-3 to connect with RL. version ns3.39.

already follow this guide https://github.com/tkn-tub/ns3-gym/tree/app-ns-3.36%2B.and tested one example and its working fine.

how ever, i tried to make my customized network with action, space, observation) but finally traning not started as attached screen shot.

seeking your help and advice.

[Tharindu Jayawardhana]

Hi everyone,

Has anyone encountered an error when trying to install ns3-ai? I followed the official installation guide here:

https://github.com/hust-diangroup/ns3-ai/blob/main/docs/install.md

My environment:

• Ubuntu 24.04

• ns-3 version 3.40

I’m setting up ns3-ai to integrate reinforcement learning (RL) for a custom networking scenario. Any insights or solutions from those who’ve faced similar issues would be greatly appreciated.

Thanks in advance!
Tharindu