# [MVA Master](http://www.math.ens-cachan.fr/version-francaise/formations/master-mva/) - 2015-2016 ([Lilian Besson](http://perso.crans.org/besson/publis/mva-2016/))
## Documents on or from GitHub

	Name	Last modified	Size
	Parent Directory		-

> A few documents I already published on my [GitHub](http://github.com/Naereen/).

## List of courses
### 1st trimester (Fall 2015)
#### [Graphs in Machine Learning](http://researchers.lille.inria.fr/~valko/hp/mva-ml-graphs.php) and [Reinforcement Learning](http://researchers.lille.inria.fr/~lazaric/Webpage/MVA-RL_Course15.html) courses (joint project)
- [Code and report for our project](https://bitbucket.org/lbesson/mva15-project-graph-reinforcement-learning), on *« Multi-task inference and planning in board games using multiple imperfect oracles »*. (finished the 09-01-16).
- [Wesley Tansey's implementation of a Reinforcement Learning agent for Tic-Tac-Toe](http://naereen.github.io/Wesley-Tansey-RL-TicTacToe), cleaned up and with a better documentation (also [zipped here](./Wesley-Tansey-RL-TicTacToe.zip), or [on GitHub](https://github.com/Naereen/Wesley-Tansey-RL-TicTacToe)).
- [Pengkun Liu's code for his master thesis (Implementation And Experimentation of Coherent Inference in Game Tree)](http://naereen.github.io/Pengkun--Master-Thesis--2015/), cleaned up and with a better documentation (also [zipped here](./Pengkun--Master-Thesis--2015.zip), or [on GitHub](https://github.com/Naereen/Pengkun--Master-Thesis--2015)).

#### [Probabilistic Graphical Models](http://www.di.ens.fr/~slacoste/teaching/MVA_GM/fall2015/) course
- (*dead*) I tried [a fork of the PGM *Lecture Notes*](https://github.com/Naereen/Lecture-notes-Intro-to-PGM) (on GitHub), it was not used, I deleted the repository...
- [Code and report for our project](https://bitbucket.org/lbesson/mva15-project-probabilistic-graphical-models), on Hidden Markov Models and *« Hidden semi-Markov Models »* and their application to real time audio processing. (*not yet public*)


### 2nd trimester (Spring 2016)
> Not yet!

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### About
#### Copyright?
All these documents are my property, (C) 2015-16, [Lilian Besson](http://perso.crans.org/besson/) (if not explicitely stated otherwise).

#### License?
These documents are publicly released under the conditions of [the MIT open-source license](http://lbesson.mit-license.org/).