Site Tools


New release available: 2025-05-14 "Librarian". upgrade now! [56] (what's this?)
Hotfix release available: 2024-02-06b "Kaos". upgrade now! [55.2] (what's this?)
Hotfix release available: 2024-02-06a "Kaos". upgrade now! [55.1] (what's this?)
New release available: 2024-02-06 "Kaos". upgrade now! [55] (what's this?)
Hotfix release available: 2023-04-04b "Jack Jackrum". upgrade now! [54.2] (what's this?)
Hotfix release available: 2023-04-04a "Jack Jackrum". upgrade now! [54.1] (what's this?)
New release available: 2023-04-04 "Jack Jackrum". upgrade now! [54] (what's this?)
Hotfix release available: 2022-07-31b "Igor". upgrade now! [53.1] (what's this?)
Hotfix release available: 2022-07-31a "Igor". upgrade now! [53] (what's this?)
New release available: 2022-07-31 "Igor". upgrade now! [52.2] (what's this?)
New release candidate 2 available: rc2022-06-26 "Igor". upgrade now! [52.1] (what's this?)
New release candidate available: 2022-06-26 "Igor". upgrade now! [52] (what's this?)
Hotfix release available: 2020-07-29a "Hogfather". upgrade now! [51.4] (what's this?)
memento-learning-multi-agent-state-space-representations

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
memento-learning-multi-agent-state-space-representations [2025/04/18 19:01]
3.143.18.39 old revision restored (2025/03/03 17:48)
memento-learning-multi-agent-state-space-representations [2025/05/20 23:50] (current)
166.108.193.186 old revision restored (2025/05/14 04:24)
Line 1: Line 1:
-====Learning multi-agent state space representations====+=====Learning multi-agent state space representations====
 + 
 +==== 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. 
 + 
 +Une variante consiste à donner une récompense commune aux agents. 
 + 
 + 
 +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 
 + 
 +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... 
 + 
 +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. 
 + 
 +==== CQ-Learning ==== 
 + 
 + 
 + 
 + 
memento-learning-multi-agent-state-space-representations.1744995687.txt.gz · Last modified: 2025/04/18 19:01 by 3.143.18.39