This short page explains quickly how to install the requirements for this project, and then how to use the code to run simulations.

Required modules¶

The version of the python executable is hardcoded within the python exe itself. Therefore if you upgrade your system Python, your virtual environment will still report the version before the upgrade, even though now other than the executable all additional content (standard library, binary libs, etc) are of the new version. Previous BibleWorks executables (the file ending in.exe that runs the BibleWorks program) are incompatible with newer versions of certain commercial antivirus products. This incompatibility interferes with BibleWorks activation by Internet. The workaround is to update one's BibleWorks copy to the latest BibleWorks executable, in which a patch for this problem has been included.

Virtualenv¶

First, install the requirements, globally (or with a virtualenv, see below):

Some requirements are only needed for one policy (mostly the experimental ones), and for the documentation.

Nix¶

A pinned Nix environment is available:

Running some simulations¶

Then, it should be very straight forward to run some experiment.This will run the simulation, average them (by repetitions) and plot the results.

Single player¶

See these explainations: Aggregation.md

Here are the steps:#1: Go to the Kodi Settings again#2: Access the option File manager when the following window appears#3: You will find Add-source option on the right as well as left. Click either to proceed#4: Now click on the next window where you see #5: Please ascertain you enter this URL exactly as given here: OK#6: Provide the name of the source in the appropriate field as you see on this window. You may safely ignore this message as Titanium Kodi build is from a trusted and safe sourceStep 2: Addition of Source Path to KodiIn this part, you will direct the Kodi app to the Supreme Build server from where we will eventually install the build.

See these explainations: DoublingTrick.md

See these explainations: SparseBandits.md

See these explainations: NonStationaryBandits.md

Multi-Player¶

See these explainations: MultiPlayers.md

Using env variables ?¶

For all simulations, I recently added the support for environment variable, to ease the customization of the main parameters of every simulations. Ipb 3 1 4 nulled dgtao.

For instance, if the configuration_multiplayers_more.py file is correct,then you can customize to use N=4 repetitions, for horizon T=1000 and M=3 players, parallelized with N_JOBS=4 jobs (use the number of cores of your CPU for optimal performance):

In a virtualenv ?¶

If you prefer to not install the requirements globally on your system-wide Python setup, you can (and should) use virtualenv.

And then be sure to use the virtualenv binary for Python, bin/python, instead of the system-wide one, to launch the experiments (the Makefile should use it by default, if sourcebin/activate was executed).

Or with a Makefile ?¶

You can also use the provided Makefile file to do this simply:

It can be used to check the quality of the code with pylint:

It is also used to clean the code, build the doc, send the doc, etc. (This should not be used by others)

Or within a Jupyter notebook ?¶

I am writing some Jupyter notebooks, in this folder (notebooks/), so if you want to do the same for your small experiments, you can be inspired by the few notebooks already written.

📜 License ? ¶

MIT Licensed (file LICENSE).

© 2016-2018 Lilian Besson.

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