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m1r2017

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m1r2017 [2025/07/02 23:06]
20.171.207.208 old revision restored (2025/06/15 17:04) 		m1r2017 [2025/07/02 23:06] (current)
20.171.207.208 old revision restored (2025/06/15 17:04)
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       * [[http://www.aamas-conference.org/Proceedings/aamas2010/pdf/01%20Full%20Papers/15_02_FP_0421.pdf]]       * [[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]]       * [[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 ===
Line 29: Line 39:
 ===== Mémentos  ===== ===== Mémentos  =====
  
 +A lire : 
 +   * https://ai.vub.ac.be/ALA2012/downloads/paper4.pdf
 +   * http://ir.library.oregonstate.edu/xmlui/bitstream/handle/1957/39192/HolmesParkerChristopherG2013.pdf;sequence=1
 ==== 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 ====
-   * [[memento-Learning-multi-agent-state-space-representations | Learning multi-agent state space representations]]+=== 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 === === 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]]
 +   * [[realisation_env_grille_qlearning | Environnement Grille (+QLearning)]]
 +   * [[realisation_env_mountainar_gym_qlearning | MountainCar Gym (Qlearning)]]
 +   * [[realisation_env_pendulum_gym_qlearning | Pendulum Gym (Qlearning)]]
 ===== Réflexions  ===== ===== Réflexions  =====
    * [[reflexion-gng-qc | CQ-Learning et TD-GNG]]    * [[reflexion-gng-qc | CQ-Learning et TD-GNG]]
  
 ===== Comptes-rendu de réunion  ===== ===== 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]]    * [[ reu02-03-17 |02/03/17]]
-   * 14/03/17+   * [[ reu14-03-17 |14/03/17]] 
 +   * [[ reu24-03-17 |24/03/17]]
m1r2017.txt · Last modified: 2025/07/02 23:06 by 20.171.207.208

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