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m1r2017

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m1r2017 [2025/03/04 18:26]
47.128.29.200 old revision restored (2024/12/31 19:00) 		m1r2017 [2025/03/07 18:03] (current)
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   * cours David Silver : [[http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Teaching.html]]   * cours David Silver : [[http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Teaching.html]]
   * livre de Sutton mis à jour:  [[https://webdocs.cs.ualberta.ca/~sutton/book/bookdraft2016sep.pdf]]   * livre de Sutton mis à jour:  [[https://webdocs.cs.ualberta.ca/~sutton/book/bookdraft2016sep.pdf]]
- 
-  * Multi-Agent RL :  
-      * en premier, lire le chapitre 4 de [[https://tel.archives-ouvertes.fr/file/index/docid/362529/filename/these_matignon.pdf]] 
-      * puis lire [[http://liris.cnrs.fr/laetitia.matignon/index/matignon2012KER.pdf]] 
-  
-  * Travaux de De Hauwere: Learning multi-agent state space representations 
-      * [[http://www.aamas-conference.org/Proceedings/aamas2010/pdf/01%20Full%20Papers/15_02_FP_0421.pdf]] 
-      * [[https://ai.vub.ac.be/ALA2012/downloads/paper5.pdf]] 
-  
-=== NN === 
- 
-  * GNG article original de Fritzke [[https://www.cs.swarthmore.edu/~meeden/DevelopmentalRobotics/fritzke95.pdf]] 
-  * demo de Fritzke [[http://www.demogng.de]] 
-   
-=== Construction de représentations en RL === 
- 
-  * Tile Coding et versions adaptatives {{http://www.cs.utexas.edu/~ai-lab/pubs/whitesontr07.ps|adaptative_tile_coding [Whiteson,2007] }} et {{http://www.aaai.org/ocs/index.php/WS/AAAIW10/paper/viewFile/2068/2422|evolutionary_tile_coding [Lin,2010] }} 
-  * Combinaison de growing neural gaz GNG et Q-Learning pour discrétisation adaptative de l'espace d'états: http://liris.cnrs.fr/sasem/lib/exe/fetch.php?media=m1r2017:vieira2013tdgngoriginal.pdf 
-  * {{http://nn.cs.utexas.edu/downloads/papers/provost.connsci06.pdf|Self-Organizing Distinctive-State Abstraction (SODA) [Kuipers,2006] }} 
  
 === App Constructiviste === === App Constructiviste ===
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 ===== Mémentos  ===== ===== Mémentos  =====
  
-==== App Constructiviste ====+=== App Constructiviste ===
    * [[compte-rendu-etat-art-these | Etat de l'art (Thèse S. Mazac)]]    * [[compte-rendu-etat-art-these | Etat de l'art (Thèse S. Mazac)]]
  
-==== RL ==== +===RL et Inspirations Constructivistes===
-=== Multi-agents === +
-   * [[memento-Learning-multi-agent-state-space-representations | Learning multi-agent state space representations (CQLearning)]] +
-   * [[memento-Processus-décisionnels-de-Markov-et-systèmes-multiagents | Processus décisionnels de Markov et systèmes multiagents (Thèse L. Matignon)]] +
-   * [[memento-Independent-reinforcement-learners-cooperative-Markov-games:-a-survey-regarding-coordination-problems | Independent reinforcement learners in cooperative Markov games: a survey regarding coordination problems]] +
-   * [[memento-Context-Sensitive-Reward-Shaping-for-Sparse-Inter-action-Multi-Agent-Systems | Context-Sensitive Reward Shaping for Sparse Inter-action Multi-Agent Systems]]+
  
-=== Inspirations Constructivistes === 
    * [[memento-Intrinsically-Motivated-RL | Intrinsically Motivated RL [Singh2005]]]    * [[memento-Intrinsically-Motivated-RL | Intrinsically Motivated RL [Singh2005]]]
  
-==== Value function approximation ====+=== Value function approximation === 
    * [[memento-Value-function-approximation | Quelques infos]]    * [[memento-Value-function-approximation | Quelques infos]]
  
-==== Temporal Difference - Growing Neural Gas ====+=== Temporal Difference - Growing Neural Gas === 
    * [[memento-td-gng | TD-GNG]]    * [[memento-td-gng | TD-GNG]]
  
-===== Réalisations  ===== 
- 
-   * [[realisation_SOM | SOM]] 
-   * [[realisation_GNG | GNG]] 
- 
-=== Environnement grille === 
- 
-   * [[realisation_env_grille_qlearning | Environnement Grille (+QLearning)]] 
-   * [[realisation_env_grille_qlearning_sma| Environnement Grille SMA ILs (QLearning)]] 
-   * [[realisation_env_grille_qlearning_sma_jsl | Environnement Grille SMA JSLs (Qlearning)]] 
- 
-=== Environnement Gym === 
- 
-   * [[realisation_env_mountainar_gym_qlearning | MountainCar Gym (Qlearning)]] 
-   * [[realisation_env_pendulum_gym_qlearning | Pendulum Gym (Qlearning)]] 
-===== Réflexions  ===== 
-   * [[reflexion-gng-qc | CQ-Learning et TD-GNG]] 
- 
-===== Comptes-rendu de réunion  ===== 
  
-Dossier contenant les slides présentés lors des réunions : 
-[[https://drive.google.com/drive/folders/0B7dh6En0bP-KakRNYllvOVN3N2c?usp=sharing | slides]] 
  
-   * [[ reu02-03-17 |02/03/17]] 
-   * [[ reu14-03-17 |14/03/17]] 
-   * [[ reu24-03-17 |24/03/17]] 
m1r2017.1741109179.txt.gz · Last modified: 2025/03/04 18:26 by 47.128.29.200

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