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memento-learning-multi-agent-state-space-representations

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memento-learning-multi-agent-state-space-representations [2025/12/22 04:38]
47.128.37.4 old revision restored (2025/09/24 23:39)
memento-learning-multi-agent-state-space-representations [2025/12/28 14:50] (current)
106.49.61.77 old revision restored (2025/11/21 05:54)
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-=====Learning multi-agent state space representations====+====Learning multi-agent state space representations====
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-==== Quelques informations ==== +
- +
-Markov game -> Système multi-agent avec plusieurs sets d'actions, la proba de transition dépend de s, a et s', récompense unique à chaque agent et une transition. +
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-Une variante consiste à donner une récompense commune aux agents. +
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-Comment apprendre le bon moment auquel doivent se coordonnés les agents ? Quelques ressources dispo : +
-   * Kok & Vlassis, Utile coordination : Learning indepedenies among cooperative agents. +
-   * Spaan & Melo IDMG +
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-Détails sur l'IDMG : +
-   * Interaction Driven Markov Game +
-   * Les agents peuvent connaitre la position des autres par la communication ou en les détectant avec les capteurs +
-   * Plus de détails sur l'article de Spaan & Melo... +
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-Learning Coordination States : +
-   * Identification des états dans lequel un agent devrait prendre en compte les autres agents quand il choisi une action et qu'il y a besoin de coordination sur celle-ci avec un autre agent. +
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-==== CQ-Learning ==== +
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memento-learning-multi-agent-state-space-representations.txt · Last modified: 2025/12/28 14:50 by 106.49.61.77